Spaces:
Running
Running
Descriptive type labels; add fusion grid (95 methods); Full-corpus tab
Browse files- app.js +53 -10
- data.js +860 -65
- index.html +1 -0
app.js
CHANGED
|
@@ -17,8 +17,8 @@ const COLUMNS = [
|
|
| 17 |
];
|
| 18 |
|
| 19 |
const FACETS = {
|
| 20 |
-
type: [["embedder","๐ข
|
| 21 |
-
["fusion","๐ฃ
|
| 22 |
supervision: [["label-free","label-free"],["neighbour-labels","neighbour-labels"],["supervised","supervised"]],
|
| 23 |
reranker: [["โ","none"],["GPC","GPC"],["PRF","PRF"],["Purity","Purity"],["MajVote","MajVote"],["QPurity","QPurity"],["LM","LM"]],
|
| 24 |
};
|
|
@@ -89,8 +89,10 @@ async function loadSubmissions() {
|
|
| 89 |
let meta = {};
|
| 90 |
try { meta = parseYaml(await (await fetch(`${base}/metadata.yaml`)).text()); } catch (e) {}
|
| 91 |
const h = res.headline || {};
|
| 92 |
-
const famToType = { "
|
| 93 |
-
"Symbolic":"symbolic", "
|
|
|
|
|
|
|
| 94 |
out.push({
|
| 95 |
name: meta.name || slug, type: famToType[meta.family] || "embedder",
|
| 96 |
family: meta.family || "Other", supervision: meta.supervision || "label-free",
|
|
@@ -128,6 +130,7 @@ function passes(r) {
|
|
| 128 |
|
| 129 |
function render() {
|
| 130 |
if (state.view === "domain") { renderDomain(); return; }
|
|
|
|
| 131 |
const cols = COLUMNS.filter(c => c.always || state.visible.has(c.key));
|
| 132 |
let rows = state.rows.filter(r => typeof r[state.rho] === "number").filter(passes);
|
| 133 |
rows.sort((a, b) => {
|
|
@@ -209,15 +212,43 @@ function renderDomain() {
|
|
| 209 |
dv.querySelector(".tablewrap").innerHTML = `<table><thead>${head}</thead><tbody>${body}</tbody></table>`;
|
| 210 |
}
|
| 211 |
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
| 212 |
function setView(view) {
|
| 213 |
state.view = view;
|
| 214 |
document.querySelectorAll(".tab").forEach(t => t.classList.toggle("active", t.dataset.view === view));
|
| 215 |
const overallWrap = document.getElementById("board").parentElement; // .tablewrap
|
|
|
|
| 216 |
let dv = document.getElementById("domain-view");
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
| 217 |
if (view === "domain") {
|
| 218 |
-
overallWrap.style.display = "none";
|
| 219 |
-
document.getElementById("count").style.display = "none";
|
| 220 |
-
document.getElementById("legend").style.display = "none";
|
| 221 |
if (!dv) {
|
| 222 |
dv = document.createElement("div"); dv.id = "domain-view";
|
| 223 |
dv.innerHTML = `<p style="color:var(--mut)">NDCG@10 (ฯ=0%) macro-averaged within each
|
|
@@ -227,11 +258,23 @@ function setView(view) {
|
|
| 227 |
}
|
| 228 |
dv.style.display = "block";
|
| 229 |
renderDomain();
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
| 230 |
} else {
|
| 231 |
overallWrap.style.display = "";
|
| 232 |
-
document.getElementById("count")
|
| 233 |
-
document.getElementById("legend")
|
| 234 |
-
|
| 235 |
}
|
| 236 |
}
|
| 237 |
|
|
|
|
| 17 |
];
|
| 18 |
|
| 19 |
const FACETS = {
|
| 20 |
+
type: [["embedder","๐ข Foundation embedder"],["distance","๐ถ Shape distance"],["symbolic","๐ท Symbolic (BM25)"],
|
| 21 |
+
["fusion","๐ฃ Hybrid (fusion)"],["supervised","๐ด Supervised ceiling"],["floor","โช Trivial baseline"]],
|
| 22 |
supervision: [["label-free","label-free"],["neighbour-labels","neighbour-labels"],["supervised","supervised"]],
|
| 23 |
reranker: [["โ","none"],["GPC","GPC"],["PRF","PRF"],["Purity","Purity"],["MajVote","MajVote"],["QPurity","QPurity"],["LM","LM"]],
|
| 24 |
};
|
|
|
|
| 89 |
let meta = {};
|
| 90 |
try { meta = parseYaml(await (await fetch(`${base}/metadata.yaml`)).text()); } catch (e) {}
|
| 91 |
const h = res.headline || {};
|
| 92 |
+
const famToType = { "Foundation embedder":"embedder", "Shape distance":"distance",
|
| 93 |
+
"Symbolic (BM25)":"symbolic", "Hybrid (fusion)":"fusion", "Supervised ceiling":"supervised", "Trivial baseline":"floor",
|
| 94 |
+
"FM embedder":"embedder", "Raw-window distance":"distance", "Symbolic":"symbolic",
|
| 95 |
+
"Fusion + reranker":"fusion", "Supervised":"supervised", "Trivial floor":"floor" };
|
| 96 |
out.push({
|
| 97 |
name: meta.name || slug, type: famToType[meta.family] || "embedder",
|
| 98 |
family: meta.family || "Other", supervision: meta.supervision || "label-free",
|
|
|
|
| 130 |
|
| 131 |
function render() {
|
| 132 |
if (state.view === "domain") { renderDomain(); return; }
|
| 133 |
+
if (state.view === "full") { renderFull(); return; }
|
| 134 |
const cols = COLUMNS.filter(c => c.always || state.visible.has(c.key));
|
| 135 |
let rows = state.rows.filter(r => typeof r[state.rho] === "number").filter(passes);
|
| 136 |
rows.sort((a, b) => {
|
|
|
|
| 212 |
dv.querySelector(".tablewrap").innerHTML = `<table><thead>${head}</thead><tbody>${body}</tbody></table>`;
|
| 213 |
}
|
| 214 |
|
| 215 |
+
function renderFull() {
|
| 216 |
+
let rows = state.rows.filter(r => typeof r.full === "number").filter(passes);
|
| 217 |
+
rows.sort((a, b) => b.full - a.full);
|
| 218 |
+
const dv = document.getElementById("full-view");
|
| 219 |
+
const best = rows.length ? Math.max(...rows.map(r => r.full)) : -1;
|
| 220 |
+
const body = rows.map((r, i) => {
|
| 221 |
+
const sym = (window.TYPE_SYMBOLS[r.type] || {}).symbol || "?";
|
| 222 |
+
const capped = typeof r.rho0 === "number" ? r.rho0.toFixed(3) : "โ";
|
| 223 |
+
const full = r.full.toFixed(3);
|
| 224 |
+
const delta = (typeof r.rho0 === "number") ? (r.full - r.rho0).toFixed(3) : "โ";
|
| 225 |
+
const bcls = r.full === best ? "num best" : "num";
|
| 226 |
+
return `<tr><td class="rank">${i + 1}</td>`
|
| 227 |
+
+ `<td class="sym" title="${(window.TYPE_SYMBOLS[r.type]||{}).label||r.type}">${sym}</td>`
|
| 228 |
+
+ `<td>${r.name}</td><td class="num">${capped}</td>`
|
| 229 |
+
+ `<td class="${bcls}">${full}</td><td class="num">${delta}</td></tr>`;
|
| 230 |
+
}).join("");
|
| 231 |
+
dv.querySelector(".tablewrap").innerHTML =
|
| 232 |
+
`<table><thead><tr><th>#</th><th></th><th>Method</th>`
|
| 233 |
+
+ `<th class="num">Capped (ฯ=0%)</th><th class="num">Full corpus</th><th class="num">ฮ</th></tr></thead>`
|
| 234 |
+
+ `<tbody>${body}</tbody></table>`;
|
| 235 |
+
}
|
| 236 |
+
|
| 237 |
function setView(view) {
|
| 238 |
state.view = view;
|
| 239 |
document.querySelectorAll(".tab").forEach(t => t.classList.toggle("active", t.dataset.view === view));
|
| 240 |
const overallWrap = document.getElementById("board").parentElement; // .tablewrap
|
| 241 |
+
const show = (el, on) => { if (el) el.style.display = on ? "" : "none"; };
|
| 242 |
let dv = document.getElementById("domain-view");
|
| 243 |
+
let fv = document.getElementById("full-view");
|
| 244 |
+
|
| 245 |
+
// hide all, then show the active one
|
| 246 |
+
overallWrap.style.display = "none";
|
| 247 |
+
show(document.getElementById("count"), false);
|
| 248 |
+
show(document.getElementById("legend"), false);
|
| 249 |
+
show(dv, false); show(fv, false);
|
| 250 |
+
|
| 251 |
if (view === "domain") {
|
|
|
|
|
|
|
|
|
|
| 252 |
if (!dv) {
|
| 253 |
dv = document.createElement("div"); dv.id = "domain-view";
|
| 254 |
dv.innerHTML = `<p style="color:var(--mut)">NDCG@10 (ฯ=0%) macro-averaged within each
|
|
|
|
| 258 |
}
|
| 259 |
dv.style.display = "block";
|
| 260 |
renderDomain();
|
| 261 |
+
} else if (view === "full") {
|
| 262 |
+
if (!fv) {
|
| 263 |
+
fv = document.createElement("div"); fv.id = "full-view";
|
| 264 |
+
fv.innerHTML = `<p style="color:var(--mut)">NDCG@10 on the <b>full (uncapped) corpus</b>
|
| 265 |
+
vs the capped (ฯ=0%) corpus, per the paper's Table 9 โ up to over a million candidate
|
| 266 |
+
windows. Only methods that scale to the largest corpora are shown; absolute scores drop
|
| 267 |
+
as the corpus grows (ฮ), but the ranking structure holds.</p>
|
| 268 |
+
<div class="tablewrap"></div>`;
|
| 269 |
+
(dv || overallWrap).after(fv);
|
| 270 |
+
}
|
| 271 |
+
fv.style.display = "block";
|
| 272 |
+
renderFull();
|
| 273 |
} else {
|
| 274 |
overallWrap.style.display = "";
|
| 275 |
+
show(document.getElementById("count"), true);
|
| 276 |
+
show(document.getElementById("legend"), true);
|
| 277 |
+
render();
|
| 278 |
}
|
| 279 |
}
|
| 280 |
|
data.js
CHANGED
|
@@ -1,19 +1,19 @@
|
|
| 1 |
// AUTO-GENERATED from the paper (arXiv:2609.32123) appendix tables โ exact
|
| 2 |
// published NDCG@10, macro-averaged over 12 datasets at pollution levels 0/10/20%.
|
| 3 |
window.TYPE_SYMBOLS = {
|
| 4 |
-
"embedder": { symbol: "\uD83D\uDFE2", label: "
|
| 5 |
-
"distance": { symbol: "\uD83D\uDD36", label: "
|
| 6 |
"symbolic": { symbol: "\uD83D\uDD37", label: "Symbolic (BM25)" },
|
| 7 |
-
"fusion": { symbol: "\uD83D\uDFE3", label: "
|
| 8 |
-
"supervised": { symbol: "\uD83D\uDD34", label: "Supervised
|
| 9 |
-
"floor": { symbol: "\u26AA", label: "Trivial
|
| 10 |
};
|
| 11 |
window.DOMAINS = ["Industrial / control", "Cyber-physical & IT", "Automotive", "Healthcare", "General / cross-domain"];
|
| 12 |
window.PAPER_ROWS = [
|
| 13 |
{
|
| 14 |
"name": "MR-Hydra",
|
| 15 |
"type": "supervised",
|
| 16 |
-
"family": "Supervised",
|
| 17 |
"supervision": "supervised",
|
| 18 |
"reranker": "\u2014",
|
| 19 |
"nr": false,
|
|
@@ -21,6 +21,7 @@ window.PAPER_ROWS = [
|
|
| 21 |
"rho0": 0.776,
|
| 22 |
"rho10": 0.672,
|
| 23 |
"rho20": 0.658,
|
|
|
|
| 24 |
"domains": {
|
| 25 |
"General / cross-domain": 0.694,
|
| 26 |
"Industrial / control": 0.802,
|
|
@@ -33,7 +34,7 @@ window.PAPER_ROWS = [
|
|
| 33 |
{
|
| 34 |
"name": "RDST",
|
| 35 |
"type": "supervised",
|
| 36 |
-
"family": "Supervised",
|
| 37 |
"supervision": "supervised",
|
| 38 |
"reranker": "\u2014",
|
| 39 |
"nr": false,
|
|
@@ -41,6 +42,7 @@ window.PAPER_ROWS = [
|
|
| 41 |
"rho0": 0.711,
|
| 42 |
"rho10": 0.634,
|
| 43 |
"rho20": 0.59,
|
|
|
|
| 44 |
"domains": {
|
| 45 |
"General / cross-domain": 0.555,
|
| 46 |
"Industrial / control": 0.7692,
|
|
@@ -68,12 +70,13 @@ window.PAPER_ROWS = [
|
|
| 68 |
"Healthcare": null,
|
| 69 |
"General / cross-domain": null
|
| 70 |
},
|
| 71 |
-
"source": "paper"
|
|
|
|
| 72 |
},
|
| 73 |
{
|
| 74 |
"name": "MantisV2 + NR + GPC",
|
| 75 |
"type": "embedder",
|
| 76 |
-
"family": "
|
| 77 |
"supervision": "neighbour-labels",
|
| 78 |
"reranker": "GPC",
|
| 79 |
"nr": true,
|
|
@@ -81,6 +84,7 @@ window.PAPER_ROWS = [
|
|
| 81 |
"rho0": 0.645,
|
| 82 |
"rho10": 0.613,
|
| 83 |
"rho20": 0.582,
|
|
|
|
| 84 |
"domains": {
|
| 85 |
"General / cross-domain": 0.534,
|
| 86 |
"Industrial / control": 0.664,
|
|
@@ -108,12 +112,13 @@ window.PAPER_ROWS = [
|
|
| 108 |
"Healthcare": null,
|
| 109 |
"General / cross-domain": null
|
| 110 |
},
|
| 111 |
-
"source": "paper"
|
|
|
|
| 112 |
},
|
| 113 |
{
|
| 114 |
"name": "MantisV2 + NR + MajVote",
|
| 115 |
"type": "embedder",
|
| 116 |
-
"family": "
|
| 117 |
"supervision": "neighbour-labels",
|
| 118 |
"reranker": "MajVote",
|
| 119 |
"nr": true,
|
|
@@ -121,6 +126,7 @@ window.PAPER_ROWS = [
|
|
| 121 |
"rho0": 0.616,
|
| 122 |
"rho10": 0.61,
|
| 123 |
"rho20": 0.589,
|
|
|
|
| 124 |
"domains": {
|
| 125 |
"General / cross-domain": 0.575,
|
| 126 |
"Industrial / control": 0.6128,
|
|
@@ -133,7 +139,7 @@ window.PAPER_ROWS = [
|
|
| 133 |
{
|
| 134 |
"name": "CHARM + NR + MajVote",
|
| 135 |
"type": "embedder",
|
| 136 |
-
"family": "
|
| 137 |
"supervision": "neighbour-labels",
|
| 138 |
"reranker": "MajVote",
|
| 139 |
"nr": true,
|
|
@@ -141,6 +147,7 @@ window.PAPER_ROWS = [
|
|
| 141 |
"rho0": 0.612,
|
| 142 |
"rho10": 0.614,
|
| 143 |
"rho20": 0.579,
|
|
|
|
| 144 |
"domains": {
|
| 145 |
"General / cross-domain": 0.555,
|
| 146 |
"Industrial / control": 0.5645,
|
|
@@ -153,7 +160,7 @@ window.PAPER_ROWS = [
|
|
| 153 |
{
|
| 154 |
"name": "CHARM + NR + GPC",
|
| 155 |
"type": "embedder",
|
| 156 |
-
"family": "
|
| 157 |
"supervision": "neighbour-labels",
|
| 158 |
"reranker": "GPC",
|
| 159 |
"nr": true,
|
|
@@ -161,6 +168,7 @@ window.PAPER_ROWS = [
|
|
| 161 |
"rho0": 0.608,
|
| 162 |
"rho10": 0.608,
|
| 163 |
"rho20": 0.578,
|
|
|
|
| 164 |
"domains": {
|
| 165 |
"General / cross-domain": 0.555,
|
| 166 |
"Industrial / control": 0.5637,
|
|
@@ -173,7 +181,7 @@ window.PAPER_ROWS = [
|
|
| 173 |
{
|
| 174 |
"name": "MantisV2 + GPC",
|
| 175 |
"type": "embedder",
|
| 176 |
-
"family": "
|
| 177 |
"supervision": "neighbour-labels",
|
| 178 |
"reranker": "GPC",
|
| 179 |
"nr": false,
|
|
@@ -181,6 +189,7 @@ window.PAPER_ROWS = [
|
|
| 181 |
"rho0": 0.604,
|
| 182 |
"rho10": 0.556,
|
| 183 |
"rho20": 0.532,
|
|
|
|
| 184 |
"domains": {
|
| 185 |
"General / cross-domain": 0.5615,
|
| 186 |
"Industrial / control": 0.6338,
|
|
@@ -191,9 +200,30 @@ window.PAPER_ROWS = [
|
|
| 191 |
"source": "paper"
|
| 192 |
},
|
| 193 |
{
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
| 194 |
"name": "Chronos-2 + NR + GPC",
|
| 195 |
"type": "embedder",
|
| 196 |
-
"family": "
|
| 197 |
"supervision": "neighbour-labels",
|
| 198 |
"reranker": "GPC",
|
| 199 |
"nr": true,
|
|
@@ -201,6 +231,7 @@ window.PAPER_ROWS = [
|
|
| 201 |
"rho0": 0.582,
|
| 202 |
"rho10": 0.573,
|
| 203 |
"rho20": 0.563,
|
|
|
|
| 204 |
"domains": {
|
| 205 |
"General / cross-domain": 0.511,
|
| 206 |
"Industrial / control": 0.4955,
|
|
@@ -211,9 +242,51 @@ window.PAPER_ROWS = [
|
|
| 211 |
"source": "paper"
|
| 212 |
},
|
| 213 |
{
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
| 214 |
"name": "DTW-I + GPC",
|
| 215 |
"type": "embedder",
|
| 216 |
-
"family": "
|
| 217 |
"supervision": "neighbour-labels",
|
| 218 |
"reranker": "GPC",
|
| 219 |
"nr": false,
|
|
@@ -221,6 +294,7 @@ window.PAPER_ROWS = [
|
|
| 221 |
"rho0": 0.573,
|
| 222 |
"rho10": 0.517,
|
| 223 |
"rho20": 0.464,
|
|
|
|
| 224 |
"domains": {
|
| 225 |
"General / cross-domain": 0.605,
|
| 226 |
"Industrial / control": 0.7455,
|
|
@@ -233,7 +307,7 @@ window.PAPER_ROWS = [
|
|
| 233 |
{
|
| 234 |
"name": "MantisV2 + MajVote",
|
| 235 |
"type": "embedder",
|
| 236 |
-
"family": "
|
| 237 |
"supervision": "neighbour-labels",
|
| 238 |
"reranker": "MajVote",
|
| 239 |
"nr": false,
|
|
@@ -241,6 +315,7 @@ window.PAPER_ROWS = [
|
|
| 241 |
"rho0": 0.571,
|
| 242 |
"rho10": 0.548,
|
| 243 |
"rho20": 0.522,
|
|
|
|
| 244 |
"domains": {
|
| 245 |
"General / cross-domain": 0.535,
|
| 246 |
"Industrial / control": 0.6292,
|
|
@@ -253,7 +328,7 @@ window.PAPER_ROWS = [
|
|
| 253 |
{
|
| 254 |
"name": "TiRex + NR + MajVote",
|
| 255 |
"type": "embedder",
|
| 256 |
-
"family": "
|
| 257 |
"supervision": "neighbour-labels",
|
| 258 |
"reranker": "MajVote",
|
| 259 |
"nr": true,
|
|
@@ -261,6 +336,7 @@ window.PAPER_ROWS = [
|
|
| 261 |
"rho0": 0.568,
|
| 262 |
"rho10": 0.566,
|
| 263 |
"rho20": 0.551,
|
|
|
|
| 264 |
"domains": {
|
| 265 |
"General / cross-domain": 0.565,
|
| 266 |
"Industrial / control": 0.4832,
|
|
@@ -273,7 +349,7 @@ window.PAPER_ROWS = [
|
|
| 273 |
{
|
| 274 |
"name": "MantisV2 + NR + QPurity",
|
| 275 |
"type": "embedder",
|
| 276 |
-
"family": "
|
| 277 |
"supervision": "neighbour-labels",
|
| 278 |
"reranker": "QPurity",
|
| 279 |
"nr": true,
|
|
@@ -281,6 +357,7 @@ window.PAPER_ROWS = [
|
|
| 281 |
"rho0": 0.562,
|
| 282 |
"rho10": 0.549,
|
| 283 |
"rho20": 0.538,
|
|
|
|
| 284 |
"domains": {
|
| 285 |
"General / cross-domain": 0.4755,
|
| 286 |
"Industrial / control": 0.61,
|
|
@@ -291,9 +368,30 @@ window.PAPER_ROWS = [
|
|
| 291 |
"source": "paper"
|
| 292 |
},
|
| 293 |
{
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
| 294 |
"name": "CHARM + NR + QPurity",
|
| 295 |
"type": "embedder",
|
| 296 |
-
"family": "
|
| 297 |
"supervision": "neighbour-labels",
|
| 298 |
"reranker": "QPurity",
|
| 299 |
"nr": true,
|
|
@@ -301,6 +399,7 @@ window.PAPER_ROWS = [
|
|
| 301 |
"rho0": 0.558,
|
| 302 |
"rho10": 0.566,
|
| 303 |
"rho20": 0.535,
|
|
|
|
| 304 |
"domains": {
|
| 305 |
"General / cross-domain": 0.4715,
|
| 306 |
"Industrial / control": 0.4978,
|
|
@@ -313,7 +412,7 @@ window.PAPER_ROWS = [
|
|
| 313 |
{
|
| 314 |
"name": "CHARM + GPC",
|
| 315 |
"type": "embedder",
|
| 316 |
-
"family": "
|
| 317 |
"supervision": "neighbour-labels",
|
| 318 |
"reranker": "GPC",
|
| 319 |
"nr": false,
|
|
@@ -321,6 +420,7 @@ window.PAPER_ROWS = [
|
|
| 321 |
"rho0": 0.556,
|
| 322 |
"rho10": 0.562,
|
| 323 |
"rho20": 0.517,
|
|
|
|
| 324 |
"domains": {
|
| 325 |
"General / cross-domain": 0.5855,
|
| 326 |
"Industrial / control": 0.54,
|
|
@@ -333,7 +433,7 @@ window.PAPER_ROWS = [
|
|
| 333 |
{
|
| 334 |
"name": "MantisV2 + NR",
|
| 335 |
"type": "embedder",
|
| 336 |
-
"family": "
|
| 337 |
"supervision": "label-free",
|
| 338 |
"reranker": "\u2014",
|
| 339 |
"nr": true,
|
|
@@ -341,6 +441,7 @@ window.PAPER_ROWS = [
|
|
| 341 |
"rho0": 0.555,
|
| 342 |
"rho10": 0.539,
|
| 343 |
"rho20": 0.527,
|
|
|
|
| 344 |
"domains": {
|
| 345 |
"General / cross-domain": 0.4395,
|
| 346 |
"Industrial / control": 0.572,
|
|
@@ -351,9 +452,72 @@ window.PAPER_ROWS = [
|
|
| 351 |
"source": "paper"
|
| 352 |
},
|
| 353 |
{
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
| 354 |
"name": "Chronos-2 + NR + MajVote",
|
| 355 |
"type": "embedder",
|
| 356 |
-
"family": "
|
| 357 |
"supervision": "neighbour-labels",
|
| 358 |
"reranker": "MajVote",
|
| 359 |
"nr": true,
|
|
@@ -361,6 +525,7 @@ window.PAPER_ROWS = [
|
|
| 361 |
"rho0": 0.545,
|
| 362 |
"rho10": 0.546,
|
| 363 |
"rho20": 0.534,
|
|
|
|
| 364 |
"domains": {
|
| 365 |
"General / cross-domain": 0.51,
|
| 366 |
"Industrial / control": 0.453,
|
|
@@ -371,9 +536,51 @@ window.PAPER_ROWS = [
|
|
| 371 |
"source": "paper"
|
| 372 |
},
|
| 373 |
{
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
| 374 |
"name": "TiRex + NR + GPC",
|
| 375 |
"type": "embedder",
|
| 376 |
-
"family": "
|
| 377 |
"supervision": "neighbour-labels",
|
| 378 |
"reranker": "GPC",
|
| 379 |
"nr": true,
|
|
@@ -381,6 +588,7 @@ window.PAPER_ROWS = [
|
|
| 381 |
"rho0": 0.541,
|
| 382 |
"rho10": 0.525,
|
| 383 |
"rho20": 0.509,
|
|
|
|
| 384 |
"domains": {
|
| 385 |
"General / cross-domain": 0.443,
|
| 386 |
"Industrial / control": 0.4708,
|
|
@@ -393,7 +601,7 @@ window.PAPER_ROWS = [
|
|
| 393 |
{
|
| 394 |
"name": "CHARM + MajVote",
|
| 395 |
"type": "embedder",
|
| 396 |
-
"family": "
|
| 397 |
"supervision": "neighbour-labels",
|
| 398 |
"reranker": "MajVote",
|
| 399 |
"nr": false,
|
|
@@ -401,6 +609,7 @@ window.PAPER_ROWS = [
|
|
| 401 |
"rho0": 0.538,
|
| 402 |
"rho10": 0.536,
|
| 403 |
"rho20": 0.5,
|
|
|
|
| 404 |
"domains": {
|
| 405 |
"General / cross-domain": 0.555,
|
| 406 |
"Industrial / control": 0.5115,
|
|
@@ -411,9 +620,114 @@ window.PAPER_ROWS = [
|
|
| 411 |
"source": "paper"
|
| 412 |
},
|
| 413 |
{
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
| 414 |
"name": "CHARM + NR + PRF",
|
| 415 |
"type": "embedder",
|
| 416 |
-
"family": "
|
| 417 |
"supervision": "label-free",
|
| 418 |
"reranker": "PRF",
|
| 419 |
"nr": true,
|
|
@@ -421,6 +735,7 @@ window.PAPER_ROWS = [
|
|
| 421 |
"rho0": 0.528,
|
| 422 |
"rho10": 0.524,
|
| 423 |
"rho20": 0.499,
|
|
|
|
| 424 |
"domains": {
|
| 425 |
"General / cross-domain": 0.4165,
|
| 426 |
"Industrial / control": 0.4938,
|
|
@@ -433,7 +748,7 @@ window.PAPER_ROWS = [
|
|
| 433 |
{
|
| 434 |
"name": "MantisV2 + QPurity",
|
| 435 |
"type": "embedder",
|
| 436 |
-
"family": "
|
| 437 |
"supervision": "neighbour-labels",
|
| 438 |
"reranker": "QPurity",
|
| 439 |
"nr": false,
|
|
@@ -441,6 +756,7 @@ window.PAPER_ROWS = [
|
|
| 441 |
"rho0": 0.528,
|
| 442 |
"rho10": 0.507,
|
| 443 |
"rho20": 0.486,
|
|
|
|
| 444 |
"domains": {
|
| 445 |
"General / cross-domain": 0.472,
|
| 446 |
"Industrial / control": 0.6008,
|
|
@@ -453,7 +769,7 @@ window.PAPER_ROWS = [
|
|
| 453 |
{
|
| 454 |
"name": "TiRex + GPC",
|
| 455 |
"type": "embedder",
|
| 456 |
-
"family": "
|
| 457 |
"supervision": "neighbour-labels",
|
| 458 |
"reranker": "GPC",
|
| 459 |
"nr": false,
|
|
@@ -461,6 +777,7 @@ window.PAPER_ROWS = [
|
|
| 461 |
"rho0": 0.528,
|
| 462 |
"rho10": 0.514,
|
| 463 |
"rho20": 0.486,
|
|
|
|
| 464 |
"domains": {
|
| 465 |
"General / cross-domain": 0.518,
|
| 466 |
"Industrial / control": 0.4365,
|
|
@@ -471,9 +788,30 @@ window.PAPER_ROWS = [
|
|
| 471 |
"source": "paper"
|
| 472 |
},
|
| 473 |
{
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
| 474 |
"name": "DTW-I + MajVote",
|
| 475 |
"type": "embedder",
|
| 476 |
-
"family": "
|
| 477 |
"supervision": "neighbour-labels",
|
| 478 |
"reranker": "MajVote",
|
| 479 |
"nr": false,
|
|
@@ -481,6 +819,7 @@ window.PAPER_ROWS = [
|
|
| 481 |
"rho0": 0.525,
|
| 482 |
"rho10": 0.468,
|
| 483 |
"rho20": 0.423,
|
|
|
|
| 484 |
"domains": {
|
| 485 |
"General / cross-domain": 0.54,
|
| 486 |
"Industrial / control": 0.701,
|
|
@@ -491,9 +830,30 @@ window.PAPER_ROWS = [
|
|
| 491 |
"source": "paper"
|
| 492 |
},
|
| 493 |
{
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
| 494 |
"name": "CHARM + NR",
|
| 495 |
"type": "embedder",
|
| 496 |
-
"family": "
|
| 497 |
"supervision": "label-free",
|
| 498 |
"reranker": "\u2014",
|
| 499 |
"nr": true,
|
|
@@ -501,6 +861,7 @@ window.PAPER_ROWS = [
|
|
| 501 |
"rho0": 0.52,
|
| 502 |
"rho10": 0.515,
|
| 503 |
"rho20": 0.49,
|
|
|
|
| 504 |
"domains": {
|
| 505 |
"General / cross-domain": 0.431,
|
| 506 |
"Industrial / control": 0.4943,
|
|
@@ -511,9 +872,51 @@ window.PAPER_ROWS = [
|
|
| 511 |
"source": "paper"
|
| 512 |
},
|
| 513 |
{
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
| 514 |
"name": "TiRex + NR + QPurity",
|
| 515 |
"type": "embedder",
|
| 516 |
-
"family": "
|
| 517 |
"supervision": "neighbour-labels",
|
| 518 |
"reranker": "QPurity",
|
| 519 |
"nr": true,
|
|
@@ -521,6 +924,7 @@ window.PAPER_ROWS = [
|
|
| 521 |
"rho0": 0.518,
|
| 522 |
"rho10": 0.523,
|
| 523 |
"rho20": 0.498,
|
|
|
|
| 524 |
"domains": {
|
| 525 |
"General / cross-domain": 0.4825,
|
| 526 |
"Industrial / control": 0.4307,
|
|
@@ -533,7 +937,7 @@ window.PAPER_ROWS = [
|
|
| 533 |
{
|
| 534 |
"name": "TiRex + MajVote",
|
| 535 |
"type": "embedder",
|
| 536 |
-
"family": "
|
| 537 |
"supervision": "neighbour-labels",
|
| 538 |
"reranker": "MajVote",
|
| 539 |
"nr": false,
|
|
@@ -541,6 +945,7 @@ window.PAPER_ROWS = [
|
|
| 541 |
"rho0": 0.517,
|
| 542 |
"rho10": 0.513,
|
| 543 |
"rho20": 0.456,
|
|
|
|
| 544 |
"domains": {
|
| 545 |
"General / cross-domain": 0.57,
|
| 546 |
"Industrial / control": 0.407,
|
|
@@ -553,7 +958,7 @@ window.PAPER_ROWS = [
|
|
| 553 |
{
|
| 554 |
"name": "Chronos-2 + NR + QPurity",
|
| 555 |
"type": "embedder",
|
| 556 |
-
"family": "
|
| 557 |
"supervision": "neighbour-labels",
|
| 558 |
"reranker": "QPurity",
|
| 559 |
"nr": true,
|
|
@@ -561,6 +966,7 @@ window.PAPER_ROWS = [
|
|
| 561 |
"rho0": 0.512,
|
| 562 |
"rho10": 0.508,
|
| 563 |
"rho20": 0.492,
|
|
|
|
| 564 |
"domains": {
|
| 565 |
"General / cross-domain": 0.4375,
|
| 566 |
"Industrial / control": 0.4377,
|
|
@@ -573,7 +979,7 @@ window.PAPER_ROWS = [
|
|
| 573 |
{
|
| 574 |
"name": "CHARM + QPurity",
|
| 575 |
"type": "embedder",
|
| 576 |
-
"family": "
|
| 577 |
"supervision": "neighbour-labels",
|
| 578 |
"reranker": "QPurity",
|
| 579 |
"nr": false,
|
|
@@ -581,6 +987,7 @@ window.PAPER_ROWS = [
|
|
| 581 |
"rho0": 0.511,
|
| 582 |
"rho10": 0.513,
|
| 583 |
"rho20": 0.481,
|
|
|
|
| 584 |
"domains": {
|
| 585 |
"General / cross-domain": 0.471,
|
| 586 |
"Industrial / control": 0.5002,
|
|
@@ -593,7 +1000,7 @@ window.PAPER_ROWS = [
|
|
| 593 |
{
|
| 594 |
"name": "MantisV2 + NR + PRF",
|
| 595 |
"type": "embedder",
|
| 596 |
-
"family": "
|
| 597 |
"supervision": "label-free",
|
| 598 |
"reranker": "PRF",
|
| 599 |
"nr": true,
|
|
@@ -601,6 +1008,7 @@ window.PAPER_ROWS = [
|
|
| 601 |
"rho0": 0.511,
|
| 602 |
"rho10": 0.498,
|
| 603 |
"rho20": 0.49,
|
|
|
|
| 604 |
"domains": {
|
| 605 |
"General / cross-domain": 0.4005,
|
| 606 |
"Industrial / control": 0.5302,
|
|
@@ -611,9 +1019,30 @@ window.PAPER_ROWS = [
|
|
| 611 |
"source": "paper"
|
| 612 |
},
|
| 613 |
{
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
| 614 |
"name": "MantisV2",
|
| 615 |
"type": "embedder",
|
| 616 |
-
"family": "
|
| 617 |
"supervision": "label-free",
|
| 618 |
"reranker": "\u2014",
|
| 619 |
"nr": false,
|
|
@@ -621,6 +1050,7 @@ window.PAPER_ROWS = [
|
|
| 621 |
"rho0": 0.51,
|
| 622 |
"rho10": 0.474,
|
| 623 |
"rho20": 0.454,
|
|
|
|
| 624 |
"domains": {
|
| 625 |
"General / cross-domain": 0.4385,
|
| 626 |
"Industrial / control": 0.5423,
|
|
@@ -631,9 +1061,51 @@ window.PAPER_ROWS = [
|
|
| 631 |
"source": "paper"
|
| 632 |
},
|
| 633 |
{
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
| 634 |
"name": "MantisV2 + PRF",
|
| 635 |
"type": "embedder",
|
| 636 |
-
"family": "
|
| 637 |
"supervision": "label-free",
|
| 638 |
"reranker": "PRF",
|
| 639 |
"nr": false,
|
|
@@ -641,6 +1113,7 @@ window.PAPER_ROWS = [
|
|
| 641 |
"rho0": 0.501,
|
| 642 |
"rho10": 0.47,
|
| 643 |
"rho20": 0.45,
|
|
|
|
| 644 |
"domains": {
|
| 645 |
"General / cross-domain": 0.4245,
|
| 646 |
"Industrial / control": 0.5335,
|
|
@@ -653,7 +1126,7 @@ window.PAPER_ROWS = [
|
|
| 653 |
{
|
| 654 |
"name": "DTW-I + QPurity",
|
| 655 |
"type": "embedder",
|
| 656 |
-
"family": "
|
| 657 |
"supervision": "neighbour-labels",
|
| 658 |
"reranker": "QPurity",
|
| 659 |
"nr": false,
|
|
@@ -661,6 +1134,7 @@ window.PAPER_ROWS = [
|
|
| 661 |
"rho0": 0.5,
|
| 662 |
"rho10": 0.503,
|
| 663 |
"rho20": 0.416,
|
|
|
|
| 664 |
"domains": {
|
| 665 |
"General / cross-domain": 0.47,
|
| 666 |
"Industrial / control": 0.654,
|
|
@@ -671,9 +1145,114 @@ window.PAPER_ROWS = [
|
|
| 671 |
"source": "paper"
|
| 672 |
},
|
| 673 |
{
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
| 674 |
"name": "SAX-BM25",
|
| 675 |
"type": "symbolic",
|
| 676 |
-
"family": "Symbolic",
|
| 677 |
"supervision": "label-free",
|
| 678 |
"reranker": "\u2014",
|
| 679 |
"nr": false,
|
|
@@ -681,6 +1260,7 @@ window.PAPER_ROWS = [
|
|
| 681 |
"rho0": 0.489,
|
| 682 |
"rho10": 0.461,
|
| 683 |
"rho20": 0.435,
|
|
|
|
| 684 |
"domains": {
|
| 685 |
"General / cross-domain": 0.299,
|
| 686 |
"Industrial / control": 0.356,
|
|
@@ -693,7 +1273,7 @@ window.PAPER_ROWS = [
|
|
| 693 |
{
|
| 694 |
"name": "MantisV2 + NR + Purity",
|
| 695 |
"type": "embedder",
|
| 696 |
-
"family": "
|
| 697 |
"supervision": "neighbour-labels",
|
| 698 |
"reranker": "Purity",
|
| 699 |
"nr": true,
|
|
@@ -701,6 +1281,7 @@ window.PAPER_ROWS = [
|
|
| 701 |
"rho0": 0.489,
|
| 702 |
"rho10": 0.478,
|
| 703 |
"rho20": 0.458,
|
|
|
|
| 704 |
"domains": {
|
| 705 |
"General / cross-domain": 0.3365,
|
| 706 |
"Industrial / control": 0.5002,
|
|
@@ -713,7 +1294,7 @@ window.PAPER_ROWS = [
|
|
| 713 |
{
|
| 714 |
"name": "ED",
|
| 715 |
"type": "distance",
|
| 716 |
-
"family": "
|
| 717 |
"supervision": "label-free",
|
| 718 |
"reranker": "\u2014",
|
| 719 |
"nr": false,
|
|
@@ -721,6 +1302,7 @@ window.PAPER_ROWS = [
|
|
| 721 |
"rho0": 0.486,
|
| 722 |
"rho10": 0.461,
|
| 723 |
"rho20": 0.437,
|
|
|
|
| 724 |
"domains": {
|
| 725 |
"General / cross-domain": 0.437,
|
| 726 |
"Industrial / control": 0.4485,
|
|
@@ -733,7 +1315,7 @@ window.PAPER_ROWS = [
|
|
| 733 |
{
|
| 734 |
"name": "CHARM",
|
| 735 |
"type": "embedder",
|
| 736 |
-
"family": "
|
| 737 |
"supervision": "label-free",
|
| 738 |
"reranker": "\u2014",
|
| 739 |
"nr": false,
|
|
@@ -741,6 +1323,7 @@ window.PAPER_ROWS = [
|
|
| 741 |
"rho0": 0.486,
|
| 742 |
"rho10": 0.461,
|
| 743 |
"rho20": 0.437,
|
|
|
|
| 744 |
"domains": {
|
| 745 |
"General / cross-domain": 0.437,
|
| 746 |
"Industrial / control": 0.4485,
|
|
@@ -751,9 +1334,30 @@ window.PAPER_ROWS = [
|
|
| 751 |
"source": "paper"
|
| 752 |
},
|
| 753 |
{
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
| 754 |
"name": "TiRex + QPurity",
|
| 755 |
"type": "embedder",
|
| 756 |
-
"family": "
|
| 757 |
"supervision": "neighbour-labels",
|
| 758 |
"reranker": "QPurity",
|
| 759 |
"nr": false,
|
|
@@ -761,6 +1365,7 @@ window.PAPER_ROWS = [
|
|
| 761 |
"rho0": 0.485,
|
| 762 |
"rho10": 0.488,
|
| 763 |
"rho20": 0.44,
|
|
|
|
| 764 |
"domains": {
|
| 765 |
"General / cross-domain": 0.4845,
|
| 766 |
"Industrial / control": 0.398,
|
|
@@ -771,9 +1376,30 @@ window.PAPER_ROWS = [
|
|
| 771 |
"source": "paper"
|
| 772 |
},
|
| 773 |
{
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
| 774 |
"name": "TiRex",
|
| 775 |
"type": "embedder",
|
| 776 |
-
"family": "
|
| 777 |
"supervision": "label-free",
|
| 778 |
"reranker": "\u2014",
|
| 779 |
"nr": false,
|
|
@@ -781,6 +1407,7 @@ window.PAPER_ROWS = [
|
|
| 781 |
"rho0": 0.483,
|
| 782 |
"rho10": 0.449,
|
| 783 |
"rho20": 0.433,
|
|
|
|
| 784 |
"domains": {
|
| 785 |
"General / cross-domain": 0.4675,
|
| 786 |
"Industrial / control": 0.382,
|
|
@@ -793,7 +1420,7 @@ window.PAPER_ROWS = [
|
|
| 793 |
{
|
| 794 |
"name": "DTW-I + PRF",
|
| 795 |
"type": "distance",
|
| 796 |
-
"family": "
|
| 797 |
"supervision": "label-free",
|
| 798 |
"reranker": "PRF",
|
| 799 |
"nr": false,
|
|
@@ -801,6 +1428,7 @@ window.PAPER_ROWS = [
|
|
| 801 |
"rho0": 0.483,
|
| 802 |
"rho10": 0.427,
|
| 803 |
"rho20": 0.392,
|
|
|
|
| 804 |
"domains": {
|
| 805 |
"General / cross-domain": 0.469,
|
| 806 |
"Industrial / control": 0.65,
|
|
@@ -813,7 +1441,7 @@ window.PAPER_ROWS = [
|
|
| 813 |
{
|
| 814 |
"name": "TiRex + NR",
|
| 815 |
"type": "embedder",
|
| 816 |
-
"family": "
|
| 817 |
"supervision": "label-free",
|
| 818 |
"reranker": "\u2014",
|
| 819 |
"nr": true,
|
|
@@ -821,6 +1449,7 @@ window.PAPER_ROWS = [
|
|
| 821 |
"rho0": 0.481,
|
| 822 |
"rho10": 0.476,
|
| 823 |
"rho20": 0.451,
|
|
|
|
| 824 |
"domains": {
|
| 825 |
"General / cross-domain": 0.4375,
|
| 826 |
"Industrial / control": 0.4068,
|
|
@@ -833,7 +1462,7 @@ window.PAPER_ROWS = [
|
|
| 833 |
{
|
| 834 |
"name": "DTW-I",
|
| 835 |
"type": "distance",
|
| 836 |
-
"family": "
|
| 837 |
"supervision": "label-free",
|
| 838 |
"reranker": "\u2014",
|
| 839 |
"nr": false,
|
|
@@ -841,6 +1470,7 @@ window.PAPER_ROWS = [
|
|
| 841 |
"rho0": 0.48,
|
| 842 |
"rho10": 0.418,
|
| 843 |
"rho20": 0.398,
|
|
|
|
| 844 |
"domains": {
|
| 845 |
"General / cross-domain": 0.47,
|
| 846 |
"Industrial / control": 0.65,
|
|
@@ -851,9 +1481,51 @@ window.PAPER_ROWS = [
|
|
| 851 |
"source": "paper"
|
| 852 |
},
|
| 853 |
{
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
| 854 |
"name": "Chronos-2 + NR",
|
| 855 |
"type": "embedder",
|
| 856 |
-
"family": "
|
| 857 |
"supervision": "label-free",
|
| 858 |
"reranker": "\u2014",
|
| 859 |
"nr": true,
|
|
@@ -861,6 +1533,7 @@ window.PAPER_ROWS = [
|
|
| 861 |
"rho0": 0.474,
|
| 862 |
"rho10": 0.467,
|
| 863 |
"rho20": 0.452,
|
|
|
|
| 864 |
"domains": {
|
| 865 |
"General / cross-domain": 0.392,
|
| 866 |
"Industrial / control": 0.3845,
|
|
@@ -873,7 +1546,7 @@ window.PAPER_ROWS = [
|
|
| 873 |
{
|
| 874 |
"name": "Chronos-2",
|
| 875 |
"type": "embedder",
|
| 876 |
-
"family": "
|
| 877 |
"supervision": "label-free",
|
| 878 |
"reranker": "\u2014",
|
| 879 |
"nr": false,
|
|
@@ -881,6 +1554,7 @@ window.PAPER_ROWS = [
|
|
| 881 |
"rho0": 0.471,
|
| 882 |
"rho10": 0.455,
|
| 883 |
"rho20": 0.432,
|
|
|
|
| 884 |
"domains": {
|
| 885 |
"General / cross-domain": 0.394,
|
| 886 |
"Industrial / control": 0.3605,
|
|
@@ -893,7 +1567,7 @@ window.PAPER_ROWS = [
|
|
| 893 |
{
|
| 894 |
"name": "TiRex + PRF",
|
| 895 |
"type": "embedder",
|
| 896 |
-
"family": "
|
| 897 |
"supervision": "label-free",
|
| 898 |
"reranker": "PRF",
|
| 899 |
"nr": false,
|
|
@@ -901,6 +1575,7 @@ window.PAPER_ROWS = [
|
|
| 901 |
"rho0": 0.463,
|
| 902 |
"rho10": 0.45,
|
| 903 |
"rho20": 0.411,
|
|
|
|
| 904 |
"domains": {
|
| 905 |
"General / cross-domain": 0.455,
|
| 906 |
"Industrial / control": 0.3595,
|
|
@@ -913,7 +1588,7 @@ window.PAPER_ROWS = [
|
|
| 913 |
{
|
| 914 |
"name": "Chronos-2 + NR + PRF",
|
| 915 |
"type": "embedder",
|
| 916 |
-
"family": "
|
| 917 |
"supervision": "label-free",
|
| 918 |
"reranker": "PRF",
|
| 919 |
"nr": true,
|
|
@@ -921,6 +1596,7 @@ window.PAPER_ROWS = [
|
|
| 921 |
"rho0": 0.463,
|
| 922 |
"rho10": 0.464,
|
| 923 |
"rho20": 0.451,
|
|
|
|
| 924 |
"domains": {
|
| 925 |
"General / cross-domain": 0.3675,
|
| 926 |
"Industrial / control": 0.3738,
|
|
@@ -931,9 +1607,30 @@ window.PAPER_ROWS = [
|
|
| 931 |
"source": "paper"
|
| 932 |
},
|
| 933 |
{
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
| 934 |
"name": "CHARM + NR + Purity",
|
| 935 |
"type": "embedder",
|
| 936 |
-
"family": "
|
| 937 |
"supervision": "neighbour-labels",
|
| 938 |
"reranker": "Purity",
|
| 939 |
"nr": true,
|
|
@@ -941,6 +1638,7 @@ window.PAPER_ROWS = [
|
|
| 941 |
"rho0": 0.461,
|
| 942 |
"rho10": 0.464,
|
| 943 |
"rho20": 0.427,
|
|
|
|
| 944 |
"domains": {
|
| 945 |
"General / cross-domain": 0.344,
|
| 946 |
"Industrial / control": 0.41,
|
|
@@ -953,7 +1651,7 @@ window.PAPER_ROWS = [
|
|
| 953 |
{
|
| 954 |
"name": "CHARM + PRF",
|
| 955 |
"type": "embedder",
|
| 956 |
-
"family": "
|
| 957 |
"supervision": "label-free",
|
| 958 |
"reranker": "PRF",
|
| 959 |
"nr": false,
|
|
@@ -961,6 +1659,7 @@ window.PAPER_ROWS = [
|
|
| 961 |
"rho0": 0.455,
|
| 962 |
"rho10": 0.443,
|
| 963 |
"rho20": 0.407,
|
|
|
|
| 964 |
"domains": {
|
| 965 |
"General / cross-domain": 0.4125,
|
| 966 |
"Industrial / control": 0.4163,
|
|
@@ -973,7 +1672,7 @@ window.PAPER_ROWS = [
|
|
| 973 |
{
|
| 974 |
"name": "MantisV2 + Purity",
|
| 975 |
"type": "embedder",
|
| 976 |
-
"family": "
|
| 977 |
"supervision": "neighbour-labels",
|
| 978 |
"reranker": "Purity",
|
| 979 |
"nr": false,
|
|
@@ -981,6 +1680,7 @@ window.PAPER_ROWS = [
|
|
| 981 |
"rho0": 0.445,
|
| 982 |
"rho10": 0.431,
|
| 983 |
"rho20": 0.413,
|
|
|
|
| 984 |
"domains": {
|
| 985 |
"General / cross-domain": 0.333,
|
| 986 |
"Industrial / control": 0.46,
|
|
@@ -993,7 +1693,7 @@ window.PAPER_ROWS = [
|
|
| 993 |
{
|
| 994 |
"name": "TiRex + NR + PRF",
|
| 995 |
"type": "embedder",
|
| 996 |
-
"family": "
|
| 997 |
"supervision": "label-free",
|
| 998 |
"reranker": "PRF",
|
| 999 |
"nr": true,
|
|
@@ -1001,6 +1701,7 @@ window.PAPER_ROWS = [
|
|
| 1001 |
"rho0": 0.445,
|
| 1002 |
"rho10": 0.447,
|
| 1003 |
"rho20": 0.424,
|
|
|
|
| 1004 |
"domains": {
|
| 1005 |
"General / cross-domain": 0.4075,
|
| 1006 |
"Industrial / control": 0.3648,
|
|
@@ -1011,9 +1712,93 @@ window.PAPER_ROWS = [
|
|
| 1011 |
"source": "paper"
|
| 1012 |
},
|
| 1013 |
{
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1014 |
"name": "Chronos-2 + NR + Purity",
|
| 1015 |
"type": "embedder",
|
| 1016 |
-
"family": "
|
| 1017 |
"supervision": "neighbour-labels",
|
| 1018 |
"reranker": "Purity",
|
| 1019 |
"nr": true,
|
|
@@ -1021,6 +1806,7 @@ window.PAPER_ROWS = [
|
|
| 1021 |
"rho0": 0.432,
|
| 1022 |
"rho10": 0.44,
|
| 1023 |
"rho20": 0.417,
|
|
|
|
| 1024 |
"domains": {
|
| 1025 |
"General / cross-domain": 0.3255,
|
| 1026 |
"Industrial / control": 0.325,
|
|
@@ -1033,7 +1819,7 @@ window.PAPER_ROWS = [
|
|
| 1033 |
{
|
| 1034 |
"name": "TiRex + NR + Purity",
|
| 1035 |
"type": "embedder",
|
| 1036 |
-
"family": "
|
| 1037 |
"supervision": "neighbour-labels",
|
| 1038 |
"reranker": "Purity",
|
| 1039 |
"nr": true,
|
|
@@ -1041,6 +1827,7 @@ window.PAPER_ROWS = [
|
|
| 1041 |
"rho0": 0.426,
|
| 1042 |
"rho10": 0.427,
|
| 1043 |
"rho20": 0.392,
|
|
|
|
| 1044 |
"domains": {
|
| 1045 |
"General / cross-domain": 0.344,
|
| 1046 |
"Industrial / control": 0.3225,
|
|
@@ -1053,7 +1840,7 @@ window.PAPER_ROWS = [
|
|
| 1053 |
{
|
| 1054 |
"name": "DTW-D",
|
| 1055 |
"type": "distance",
|
| 1056 |
-
"family": "
|
| 1057 |
"supervision": "label-free",
|
| 1058 |
"reranker": "\u2014",
|
| 1059 |
"nr": false,
|
|
@@ -1061,6 +1848,7 @@ window.PAPER_ROWS = [
|
|
| 1061 |
"rho0": 0.422,
|
| 1062 |
"rho10": 0.373,
|
| 1063 |
"rho20": 0.351,
|
|
|
|
| 1064 |
"domains": {
|
| 1065 |
"General / cross-domain": 0.469,
|
| 1066 |
"Industrial / control": 0.5328,
|
|
@@ -1073,7 +1861,7 @@ window.PAPER_ROWS = [
|
|
| 1073 |
{
|
| 1074 |
"name": "SFA-BM25",
|
| 1075 |
"type": "symbolic",
|
| 1076 |
-
"family": "Symbolic",
|
| 1077 |
"supervision": "label-free",
|
| 1078 |
"reranker": "\u2014",
|
| 1079 |
"nr": false,
|
|
@@ -1081,6 +1869,7 @@ window.PAPER_ROWS = [
|
|
| 1081 |
"rho0": 0.409,
|
| 1082 |
"rho10": 0.389,
|
| 1083 |
"rho20": 0.379,
|
|
|
|
| 1084 |
"domains": {
|
| 1085 |
"General / cross-domain": 0.241,
|
| 1086 |
"Industrial / control": 0.3427,
|
|
@@ -1093,7 +1882,7 @@ window.PAPER_ROWS = [
|
|
| 1093 |
{
|
| 1094 |
"name": "TiRex + Purity",
|
| 1095 |
"type": "embedder",
|
| 1096 |
-
"family": "
|
| 1097 |
"supervision": "neighbour-labels",
|
| 1098 |
"reranker": "Purity",
|
| 1099 |
"nr": false,
|
|
@@ -1101,6 +1890,7 @@ window.PAPER_ROWS = [
|
|
| 1101 |
"rho0": 0.394,
|
| 1102 |
"rho10": 0.4,
|
| 1103 |
"rho20": 0.359,
|
|
|
|
| 1104 |
"domains": {
|
| 1105 |
"General / cross-domain": 0.329,
|
| 1106 |
"Industrial / control": 0.2823,
|
|
@@ -1113,7 +1903,7 @@ window.PAPER_ROWS = [
|
|
| 1113 |
{
|
| 1114 |
"name": "CHARM + Purity",
|
| 1115 |
"type": "embedder",
|
| 1116 |
-
"family": "
|
| 1117 |
"supervision": "neighbour-labels",
|
| 1118 |
"reranker": "Purity",
|
| 1119 |
"nr": false,
|
|
@@ -1121,6 +1911,7 @@ window.PAPER_ROWS = [
|
|
| 1121 |
"rho0": 0.386,
|
| 1122 |
"rho10": 0.383,
|
| 1123 |
"rho20": 0.332,
|
|
|
|
| 1124 |
"domains": {
|
| 1125 |
"General / cross-domain": 0.3075,
|
| 1126 |
"Industrial / control": 0.3078,
|
|
@@ -1133,7 +1924,7 @@ window.PAPER_ROWS = [
|
|
| 1133 |
{
|
| 1134 |
"name": "DTW-I + Purity",
|
| 1135 |
"type": "embedder",
|
| 1136 |
-
"family": "
|
| 1137 |
"supervision": "neighbour-labels",
|
| 1138 |
"reranker": "Purity",
|
| 1139 |
"nr": false,
|
|
@@ -1141,6 +1932,7 @@ window.PAPER_ROWS = [
|
|
| 1141 |
"rho0": 0.342,
|
| 1142 |
"rho10": 0.324,
|
| 1143 |
"rho20": 0.286,
|
|
|
|
| 1144 |
"domains": {
|
| 1145 |
"General / cross-domain": 0.154,
|
| 1146 |
"Industrial / control": 0.4108,
|
|
@@ -1153,7 +1945,7 @@ window.PAPER_ROWS = [
|
|
| 1153 |
{
|
| 1154 |
"name": "SBD-D",
|
| 1155 |
"type": "distance",
|
| 1156 |
-
"family": "
|
| 1157 |
"supervision": "label-free",
|
| 1158 |
"reranker": "\u2014",
|
| 1159 |
"nr": false,
|
|
@@ -1161,6 +1953,7 @@ window.PAPER_ROWS = [
|
|
| 1161 |
"rho0": 0.328,
|
| 1162 |
"rho10": 0.269,
|
| 1163 |
"rho20": 0.243,
|
|
|
|
| 1164 |
"domains": {
|
| 1165 |
"General / cross-domain": 0.261,
|
| 1166 |
"Industrial / control": 0.2545,
|
|
@@ -1173,7 +1966,7 @@ window.PAPER_ROWS = [
|
|
| 1173 |
{
|
| 1174 |
"name": "Majority",
|
| 1175 |
"type": "floor",
|
| 1176 |
-
"family": "Trivial
|
| 1177 |
"supervision": "label-free",
|
| 1178 |
"reranker": "\u2014",
|
| 1179 |
"nr": false,
|
|
@@ -1181,6 +1974,7 @@ window.PAPER_ROWS = [
|
|
| 1181 |
"rho0": 0.246,
|
| 1182 |
"rho10": 0.242,
|
| 1183 |
"rho20": 0.167,
|
|
|
|
| 1184 |
"domains": {
|
| 1185 |
"General / cross-domain": 0.15,
|
| 1186 |
"Industrial / control": 0.178,
|
|
@@ -1193,7 +1987,7 @@ window.PAPER_ROWS = [
|
|
| 1193 |
{
|
| 1194 |
"name": "Random",
|
| 1195 |
"type": "floor",
|
| 1196 |
-
"family": "Trivial
|
| 1197 |
"supervision": "label-free",
|
| 1198 |
"reranker": "\u2014",
|
| 1199 |
"nr": false,
|
|
@@ -1201,6 +1995,7 @@ window.PAPER_ROWS = [
|
|
| 1201 |
"rho0": 0.189,
|
| 1202 |
"rho10": 0.169,
|
| 1203 |
"rho20": 0.154,
|
|
|
|
| 1204 |
"domains": {
|
| 1205 |
"General / cross-domain": 0.0805,
|
| 1206 |
"Industrial / control": 0.1643,
|
|
|
|
| 1 |
// AUTO-GENERATED from the paper (arXiv:2609.32123) appendix tables โ exact
|
| 2 |
// published NDCG@10, macro-averaged over 12 datasets at pollution levels 0/10/20%.
|
| 3 |
window.TYPE_SYMBOLS = {
|
| 4 |
+
"embedder": { symbol: "\uD83D\uDFE2", label: "Foundation embedder" },
|
| 5 |
+
"distance": { symbol: "\uD83D\uDD36", label: "Shape distance" },
|
| 6 |
"symbolic": { symbol: "\uD83D\uDD37", label: "Symbolic (BM25)" },
|
| 7 |
+
"fusion": { symbol: "\uD83D\uDFE3", label: "Hybrid (fusion)" },
|
| 8 |
+
"supervised": { symbol: "\uD83D\uDD34", label: "Supervised ceiling" },
|
| 9 |
+
"floor": { symbol: "\u26AA", label: "Trivial baseline" },
|
| 10 |
};
|
| 11 |
window.DOMAINS = ["Industrial / control", "Cyber-physical & IT", "Automotive", "Healthcare", "General / cross-domain"];
|
| 12 |
window.PAPER_ROWS = [
|
| 13 |
{
|
| 14 |
"name": "MR-Hydra",
|
| 15 |
"type": "supervised",
|
| 16 |
+
"family": "Supervised ceiling",
|
| 17 |
"supervision": "supervised",
|
| 18 |
"reranker": "\u2014",
|
| 19 |
"nr": false,
|
|
|
|
| 21 |
"rho0": 0.776,
|
| 22 |
"rho10": 0.672,
|
| 23 |
"rho20": 0.658,
|
| 24 |
+
"full": null,
|
| 25 |
"domains": {
|
| 26 |
"General / cross-domain": 0.694,
|
| 27 |
"Industrial / control": 0.802,
|
|
|
|
| 34 |
{
|
| 35 |
"name": "RDST",
|
| 36 |
"type": "supervised",
|
| 37 |
+
"family": "Supervised ceiling",
|
| 38 |
"supervision": "supervised",
|
| 39 |
"reranker": "\u2014",
|
| 40 |
"nr": false,
|
|
|
|
| 42 |
"rho0": 0.711,
|
| 43 |
"rho10": 0.634,
|
| 44 |
"rho20": 0.59,
|
| 45 |
+
"full": null,
|
| 46 |
"domains": {
|
| 47 |
"General / cross-domain": 0.555,
|
| 48 |
"Industrial / control": 0.7692,
|
|
|
|
| 70 |
"Healthcare": null,
|
| 71 |
"General / cross-domain": null
|
| 72 |
},
|
| 73 |
+
"source": "paper",
|
| 74 |
+
"full": null
|
| 75 |
},
|
| 76 |
{
|
| 77 |
"name": "MantisV2 + NR + GPC",
|
| 78 |
"type": "embedder",
|
| 79 |
+
"family": "Foundation embedder",
|
| 80 |
"supervision": "neighbour-labels",
|
| 81 |
"reranker": "GPC",
|
| 82 |
"nr": true,
|
|
|
|
| 84 |
"rho0": 0.645,
|
| 85 |
"rho10": 0.613,
|
| 86 |
"rho20": 0.582,
|
| 87 |
+
"full": null,
|
| 88 |
"domains": {
|
| 89 |
"General / cross-domain": 0.534,
|
| 90 |
"Industrial / control": 0.664,
|
|
|
|
| 112 |
"Healthcare": null,
|
| 113 |
"General / cross-domain": null
|
| 114 |
},
|
| 115 |
+
"source": "paper",
|
| 116 |
+
"full": null
|
| 117 |
},
|
| 118 |
{
|
| 119 |
"name": "MantisV2 + NR + MajVote",
|
| 120 |
"type": "embedder",
|
| 121 |
+
"family": "Foundation embedder",
|
| 122 |
"supervision": "neighbour-labels",
|
| 123 |
"reranker": "MajVote",
|
| 124 |
"nr": true,
|
|
|
|
| 126 |
"rho0": 0.616,
|
| 127 |
"rho10": 0.61,
|
| 128 |
"rho20": 0.589,
|
| 129 |
+
"full": null,
|
| 130 |
"domains": {
|
| 131 |
"General / cross-domain": 0.575,
|
| 132 |
"Industrial / control": 0.6128,
|
|
|
|
| 139 |
{
|
| 140 |
"name": "CHARM + NR + MajVote",
|
| 141 |
"type": "embedder",
|
| 142 |
+
"family": "Foundation embedder",
|
| 143 |
"supervision": "neighbour-labels",
|
| 144 |
"reranker": "MajVote",
|
| 145 |
"nr": true,
|
|
|
|
| 147 |
"rho0": 0.612,
|
| 148 |
"rho10": 0.614,
|
| 149 |
"rho20": 0.579,
|
| 150 |
+
"full": null,
|
| 151 |
"domains": {
|
| 152 |
"General / cross-domain": 0.555,
|
| 153 |
"Industrial / control": 0.5645,
|
|
|
|
| 160 |
{
|
| 161 |
"name": "CHARM + NR + GPC",
|
| 162 |
"type": "embedder",
|
| 163 |
+
"family": "Foundation embedder",
|
| 164 |
"supervision": "neighbour-labels",
|
| 165 |
"reranker": "GPC",
|
| 166 |
"nr": true,
|
|
|
|
| 168 |
"rho0": 0.608,
|
| 169 |
"rho10": 0.608,
|
| 170 |
"rho20": 0.578,
|
| 171 |
+
"full": null,
|
| 172 |
"domains": {
|
| 173 |
"General / cross-domain": 0.555,
|
| 174 |
"Industrial / control": 0.5637,
|
|
|
|
| 181 |
{
|
| 182 |
"name": "MantisV2 + GPC",
|
| 183 |
"type": "embedder",
|
| 184 |
+
"family": "Foundation embedder",
|
| 185 |
"supervision": "neighbour-labels",
|
| 186 |
"reranker": "GPC",
|
| 187 |
"nr": false,
|
|
|
|
| 189 |
"rho0": 0.604,
|
| 190 |
"rho10": 0.556,
|
| 191 |
"rho20": 0.532,
|
| 192 |
+
"full": null,
|
| 193 |
"domains": {
|
| 194 |
"General / cross-domain": 0.5615,
|
| 195 |
"Industrial / control": 0.6338,
|
|
|
|
| 200 |
"source": "paper"
|
| 201 |
},
|
| 202 |
{
|
| 203 |
+
"name": "MantisV2 + NR | DTW-I",
|
| 204 |
+
"type": "fusion",
|
| 205 |
+
"family": "Hybrid (fusion)",
|
| 206 |
+
"supervision": "label-free",
|
| 207 |
+
"reranker": "\u2014",
|
| 208 |
+
"nr": true,
|
| 209 |
+
"code": true,
|
| 210 |
+
"rho0": 0.59,
|
| 211 |
+
"rho10": 0.556,
|
| 212 |
+
"rho20": 0.534,
|
| 213 |
+
"domains": {
|
| 214 |
+
"Industrial / control": null,
|
| 215 |
+
"Cyber-physical & IT": null,
|
| 216 |
+
"Automotive": null,
|
| 217 |
+
"Healthcare": null,
|
| 218 |
+
"General / cross-domain": null
|
| 219 |
+
},
|
| 220 |
+
"source": "paper",
|
| 221 |
+
"full": null
|
| 222 |
+
},
|
| 223 |
+
{
|
| 224 |
"name": "Chronos-2 + NR + GPC",
|
| 225 |
"type": "embedder",
|
| 226 |
+
"family": "Foundation embedder",
|
| 227 |
"supervision": "neighbour-labels",
|
| 228 |
"reranker": "GPC",
|
| 229 |
"nr": true,
|
|
|
|
| 231 |
"rho0": 0.582,
|
| 232 |
"rho10": 0.573,
|
| 233 |
"rho20": 0.563,
|
| 234 |
+
"full": null,
|
| 235 |
"domains": {
|
| 236 |
"General / cross-domain": 0.511,
|
| 237 |
"Industrial / control": 0.4955,
|
|
|
|
| 242 |
"source": "paper"
|
| 243 |
},
|
| 244 |
{
|
| 245 |
+
"name": "MantisV2 + NR | SAX-BM25",
|
| 246 |
+
"type": "fusion",
|
| 247 |
+
"family": "Hybrid (fusion)",
|
| 248 |
+
"supervision": "label-free",
|
| 249 |
+
"reranker": "\u2014",
|
| 250 |
+
"nr": true,
|
| 251 |
+
"code": true,
|
| 252 |
+
"rho0": 0.582,
|
| 253 |
+
"rho10": 0.56,
|
| 254 |
+
"rho20": 0.54,
|
| 255 |
+
"domains": {
|
| 256 |
+
"Industrial / control": null,
|
| 257 |
+
"Cyber-physical & IT": null,
|
| 258 |
+
"Automotive": null,
|
| 259 |
+
"Healthcare": null,
|
| 260 |
+
"General / cross-domain": null
|
| 261 |
+
},
|
| 262 |
+
"source": "paper",
|
| 263 |
+
"full": null
|
| 264 |
+
},
|
| 265 |
+
{
|
| 266 |
+
"name": "CHARM + NR | DTW-I",
|
| 267 |
+
"type": "fusion",
|
| 268 |
+
"family": "Hybrid (fusion)",
|
| 269 |
+
"supervision": "label-free",
|
| 270 |
+
"reranker": "\u2014",
|
| 271 |
+
"nr": true,
|
| 272 |
+
"code": true,
|
| 273 |
+
"rho0": 0.575,
|
| 274 |
+
"rho10": 0.549,
|
| 275 |
+
"rho20": 0.514,
|
| 276 |
+
"domains": {
|
| 277 |
+
"Industrial / control": null,
|
| 278 |
+
"Cyber-physical & IT": null,
|
| 279 |
+
"Automotive": null,
|
| 280 |
+
"Healthcare": null,
|
| 281 |
+
"General / cross-domain": null
|
| 282 |
+
},
|
| 283 |
+
"source": "paper",
|
| 284 |
+
"full": null
|
| 285 |
+
},
|
| 286 |
+
{
|
| 287 |
"name": "DTW-I + GPC",
|
| 288 |
"type": "embedder",
|
| 289 |
+
"family": "Foundation embedder",
|
| 290 |
"supervision": "neighbour-labels",
|
| 291 |
"reranker": "GPC",
|
| 292 |
"nr": false,
|
|
|
|
| 294 |
"rho0": 0.573,
|
| 295 |
"rho10": 0.517,
|
| 296 |
"rho20": 0.464,
|
| 297 |
+
"full": null,
|
| 298 |
"domains": {
|
| 299 |
"General / cross-domain": 0.605,
|
| 300 |
"Industrial / control": 0.7455,
|
|
|
|
| 307 |
{
|
| 308 |
"name": "MantisV2 + MajVote",
|
| 309 |
"type": "embedder",
|
| 310 |
+
"family": "Foundation embedder",
|
| 311 |
"supervision": "neighbour-labels",
|
| 312 |
"reranker": "MajVote",
|
| 313 |
"nr": false,
|
|
|
|
| 315 |
"rho0": 0.571,
|
| 316 |
"rho10": 0.548,
|
| 317 |
"rho20": 0.522,
|
| 318 |
+
"full": null,
|
| 319 |
"domains": {
|
| 320 |
"General / cross-domain": 0.535,
|
| 321 |
"Industrial / control": 0.6292,
|
|
|
|
| 328 |
{
|
| 329 |
"name": "TiRex + NR + MajVote",
|
| 330 |
"type": "embedder",
|
| 331 |
+
"family": "Foundation embedder",
|
| 332 |
"supervision": "neighbour-labels",
|
| 333 |
"reranker": "MajVote",
|
| 334 |
"nr": true,
|
|
|
|
| 336 |
"rho0": 0.568,
|
| 337 |
"rho10": 0.566,
|
| 338 |
"rho20": 0.551,
|
| 339 |
+
"full": null,
|
| 340 |
"domains": {
|
| 341 |
"General / cross-domain": 0.565,
|
| 342 |
"Industrial / control": 0.4832,
|
|
|
|
| 349 |
{
|
| 350 |
"name": "MantisV2 + NR + QPurity",
|
| 351 |
"type": "embedder",
|
| 352 |
+
"family": "Foundation embedder",
|
| 353 |
"supervision": "neighbour-labels",
|
| 354 |
"reranker": "QPurity",
|
| 355 |
"nr": true,
|
|
|
|
| 357 |
"rho0": 0.562,
|
| 358 |
"rho10": 0.549,
|
| 359 |
"rho20": 0.538,
|
| 360 |
+
"full": null,
|
| 361 |
"domains": {
|
| 362 |
"General / cross-domain": 0.4755,
|
| 363 |
"Industrial / control": 0.61,
|
|
|
|
| 368 |
"source": "paper"
|
| 369 |
},
|
| 370 |
{
|
| 371 |
+
"name": "MantisV2 + NR | DTW-D",
|
| 372 |
+
"type": "fusion",
|
| 373 |
+
"family": "Hybrid (fusion)",
|
| 374 |
+
"supervision": "label-free",
|
| 375 |
+
"reranker": "\u2014",
|
| 376 |
+
"nr": true,
|
| 377 |
+
"code": true,
|
| 378 |
+
"rho0": 0.562,
|
| 379 |
+
"rho10": 0.533,
|
| 380 |
+
"rho20": 0.509,
|
| 381 |
+
"domains": {
|
| 382 |
+
"Industrial / control": null,
|
| 383 |
+
"Cyber-physical & IT": null,
|
| 384 |
+
"Automotive": null,
|
| 385 |
+
"Healthcare": null,
|
| 386 |
+
"General / cross-domain": null
|
| 387 |
+
},
|
| 388 |
+
"source": "paper",
|
| 389 |
+
"full": null
|
| 390 |
+
},
|
| 391 |
+
{
|
| 392 |
"name": "CHARM + NR + QPurity",
|
| 393 |
"type": "embedder",
|
| 394 |
+
"family": "Foundation embedder",
|
| 395 |
"supervision": "neighbour-labels",
|
| 396 |
"reranker": "QPurity",
|
| 397 |
"nr": true,
|
|
|
|
| 399 |
"rho0": 0.558,
|
| 400 |
"rho10": 0.566,
|
| 401 |
"rho20": 0.535,
|
| 402 |
+
"full": null,
|
| 403 |
"domains": {
|
| 404 |
"General / cross-domain": 0.4715,
|
| 405 |
"Industrial / control": 0.4978,
|
|
|
|
| 412 |
{
|
| 413 |
"name": "CHARM + GPC",
|
| 414 |
"type": "embedder",
|
| 415 |
+
"family": "Foundation embedder",
|
| 416 |
"supervision": "neighbour-labels",
|
| 417 |
"reranker": "GPC",
|
| 418 |
"nr": false,
|
|
|
|
| 420 |
"rho0": 0.556,
|
| 421 |
"rho10": 0.562,
|
| 422 |
"rho20": 0.517,
|
| 423 |
+
"full": null,
|
| 424 |
"domains": {
|
| 425 |
"General / cross-domain": 0.5855,
|
| 426 |
"Industrial / control": 0.54,
|
|
|
|
| 433 |
{
|
| 434 |
"name": "MantisV2 + NR",
|
| 435 |
"type": "embedder",
|
| 436 |
+
"family": "Foundation embedder",
|
| 437 |
"supervision": "label-free",
|
| 438 |
"reranker": "\u2014",
|
| 439 |
"nr": true,
|
|
|
|
| 441 |
"rho0": 0.555,
|
| 442 |
"rho10": 0.539,
|
| 443 |
"rho20": 0.527,
|
| 444 |
+
"full": null,
|
| 445 |
"domains": {
|
| 446 |
"General / cross-domain": 0.4395,
|
| 447 |
"Industrial / control": 0.572,
|
|
|
|
| 452 |
"source": "paper"
|
| 453 |
},
|
| 454 |
{
|
| 455 |
+
"name": "TiRex + NR | DTW-I",
|
| 456 |
+
"type": "fusion",
|
| 457 |
+
"family": "Hybrid (fusion)",
|
| 458 |
+
"supervision": "label-free",
|
| 459 |
+
"reranker": "\u2014",
|
| 460 |
+
"nr": true,
|
| 461 |
+
"code": true,
|
| 462 |
+
"rho0": 0.554,
|
| 463 |
+
"rho10": 0.524,
|
| 464 |
+
"rho20": 0.495,
|
| 465 |
+
"domains": {
|
| 466 |
+
"Industrial / control": null,
|
| 467 |
+
"Cyber-physical & IT": null,
|
| 468 |
+
"Automotive": null,
|
| 469 |
+
"Healthcare": null,
|
| 470 |
+
"General / cross-domain": null
|
| 471 |
+
},
|
| 472 |
+
"source": "paper",
|
| 473 |
+
"full": null
|
| 474 |
+
},
|
| 475 |
+
{
|
| 476 |
+
"name": "CHARM + NR | SAX-BM25",
|
| 477 |
+
"type": "fusion",
|
| 478 |
+
"family": "Hybrid (fusion)",
|
| 479 |
+
"supervision": "label-free",
|
| 480 |
+
"reranker": "\u2014",
|
| 481 |
+
"nr": true,
|
| 482 |
+
"code": true,
|
| 483 |
+
"rho0": 0.551,
|
| 484 |
+
"rho10": 0.54,
|
| 485 |
+
"rho20": 0.521,
|
| 486 |
+
"domains": {
|
| 487 |
+
"Industrial / control": null,
|
| 488 |
+
"Cyber-physical & IT": null,
|
| 489 |
+
"Automotive": null,
|
| 490 |
+
"Healthcare": null,
|
| 491 |
+
"General / cross-domain": null
|
| 492 |
+
},
|
| 493 |
+
"source": "paper",
|
| 494 |
+
"full": null
|
| 495 |
+
},
|
| 496 |
+
{
|
| 497 |
+
"name": "Chronos-2 + NR | DTW-I",
|
| 498 |
+
"type": "fusion",
|
| 499 |
+
"family": "Hybrid (fusion)",
|
| 500 |
+
"supervision": "label-free",
|
| 501 |
+
"reranker": "\u2014",
|
| 502 |
+
"nr": true,
|
| 503 |
+
"code": true,
|
| 504 |
+
"rho0": 0.551,
|
| 505 |
+
"rho10": 0.521,
|
| 506 |
+
"rho20": 0.498,
|
| 507 |
+
"domains": {
|
| 508 |
+
"Industrial / control": null,
|
| 509 |
+
"Cyber-physical & IT": null,
|
| 510 |
+
"Automotive": null,
|
| 511 |
+
"Healthcare": null,
|
| 512 |
+
"General / cross-domain": null
|
| 513 |
+
},
|
| 514 |
+
"source": "paper",
|
| 515 |
+
"full": null
|
| 516 |
+
},
|
| 517 |
+
{
|
| 518 |
"name": "Chronos-2 + NR + MajVote",
|
| 519 |
"type": "embedder",
|
| 520 |
+
"family": "Foundation embedder",
|
| 521 |
"supervision": "neighbour-labels",
|
| 522 |
"reranker": "MajVote",
|
| 523 |
"nr": true,
|
|
|
|
| 525 |
"rho0": 0.545,
|
| 526 |
"rho10": 0.546,
|
| 527 |
"rho20": 0.534,
|
| 528 |
+
"full": null,
|
| 529 |
"domains": {
|
| 530 |
"General / cross-domain": 0.51,
|
| 531 |
"Industrial / control": 0.453,
|
|
|
|
| 536 |
"source": "paper"
|
| 537 |
},
|
| 538 |
{
|
| 539 |
+
"name": "CHARM + NR | DTW-D",
|
| 540 |
+
"type": "fusion",
|
| 541 |
+
"family": "Hybrid (fusion)",
|
| 542 |
+
"supervision": "label-free",
|
| 543 |
+
"reranker": "\u2014",
|
| 544 |
+
"nr": true,
|
| 545 |
+
"code": true,
|
| 546 |
+
"rho0": 0.543,
|
| 547 |
+
"rho10": 0.524,
|
| 548 |
+
"rho20": 0.491,
|
| 549 |
+
"domains": {
|
| 550 |
+
"Industrial / control": null,
|
| 551 |
+
"Cyber-physical & IT": null,
|
| 552 |
+
"Automotive": null,
|
| 553 |
+
"Healthcare": null,
|
| 554 |
+
"General / cross-domain": null
|
| 555 |
+
},
|
| 556 |
+
"source": "paper",
|
| 557 |
+
"full": null
|
| 558 |
+
},
|
| 559 |
+
{
|
| 560 |
+
"name": "MantisV2 + NR | SFA-BM25",
|
| 561 |
+
"type": "fusion",
|
| 562 |
+
"family": "Hybrid (fusion)",
|
| 563 |
+
"supervision": "label-free",
|
| 564 |
+
"reranker": "\u2014",
|
| 565 |
+
"nr": true,
|
| 566 |
+
"code": true,
|
| 567 |
+
"rho0": 0.543,
|
| 568 |
+
"rho10": 0.522,
|
| 569 |
+
"rho20": 0.507,
|
| 570 |
+
"domains": {
|
| 571 |
+
"Industrial / control": null,
|
| 572 |
+
"Cyber-physical & IT": null,
|
| 573 |
+
"Automotive": null,
|
| 574 |
+
"Healthcare": null,
|
| 575 |
+
"General / cross-domain": null
|
| 576 |
+
},
|
| 577 |
+
"source": "paper",
|
| 578 |
+
"full": null
|
| 579 |
+
},
|
| 580 |
+
{
|
| 581 |
"name": "TiRex + NR + GPC",
|
| 582 |
"type": "embedder",
|
| 583 |
+
"family": "Foundation embedder",
|
| 584 |
"supervision": "neighbour-labels",
|
| 585 |
"reranker": "GPC",
|
| 586 |
"nr": true,
|
|
|
|
| 588 |
"rho0": 0.541,
|
| 589 |
"rho10": 0.525,
|
| 590 |
"rho20": 0.509,
|
| 591 |
+
"full": null,
|
| 592 |
"domains": {
|
| 593 |
"General / cross-domain": 0.443,
|
| 594 |
"Industrial / control": 0.4708,
|
|
|
|
| 601 |
{
|
| 602 |
"name": "CHARM + MajVote",
|
| 603 |
"type": "embedder",
|
| 604 |
+
"family": "Foundation embedder",
|
| 605 |
"supervision": "neighbour-labels",
|
| 606 |
"reranker": "MajVote",
|
| 607 |
"nr": false,
|
|
|
|
| 609 |
"rho0": 0.538,
|
| 610 |
"rho10": 0.536,
|
| 611 |
"rho20": 0.5,
|
| 612 |
+
"full": null,
|
| 613 |
"domains": {
|
| 614 |
"General / cross-domain": 0.555,
|
| 615 |
"Industrial / control": 0.5115,
|
|
|
|
| 620 |
"source": "paper"
|
| 621 |
},
|
| 622 |
{
|
| 623 |
+
"name": "Chronos-2 + NR | SAX-BM25",
|
| 624 |
+
"type": "fusion",
|
| 625 |
+
"family": "Hybrid (fusion)",
|
| 626 |
+
"supervision": "label-free",
|
| 627 |
+
"reranker": "\u2014",
|
| 628 |
+
"nr": true,
|
| 629 |
+
"code": true,
|
| 630 |
+
"rho0": 0.538,
|
| 631 |
+
"rho10": 0.527,
|
| 632 |
+
"rho20": 0.51,
|
| 633 |
+
"domains": {
|
| 634 |
+
"Industrial / control": null,
|
| 635 |
+
"Cyber-physical & IT": null,
|
| 636 |
+
"Automotive": null,
|
| 637 |
+
"Healthcare": null,
|
| 638 |
+
"General / cross-domain": null
|
| 639 |
+
},
|
| 640 |
+
"source": "paper",
|
| 641 |
+
"full": null
|
| 642 |
+
},
|
| 643 |
+
{
|
| 644 |
+
"name": "CHARM | DTW-I",
|
| 645 |
+
"type": "fusion",
|
| 646 |
+
"family": "Hybrid (fusion)",
|
| 647 |
+
"supervision": "label-free",
|
| 648 |
+
"reranker": "\u2014",
|
| 649 |
+
"nr": false,
|
| 650 |
+
"code": true,
|
| 651 |
+
"rho0": 0.536,
|
| 652 |
+
"rho10": 0.493,
|
| 653 |
+
"rho20": 0.453,
|
| 654 |
+
"domains": {
|
| 655 |
+
"Industrial / control": null,
|
| 656 |
+
"Cyber-physical & IT": null,
|
| 657 |
+
"Automotive": null,
|
| 658 |
+
"Healthcare": null,
|
| 659 |
+
"General / cross-domain": null
|
| 660 |
+
},
|
| 661 |
+
"source": "paper",
|
| 662 |
+
"full": null
|
| 663 |
+
},
|
| 664 |
+
{
|
| 665 |
+
"name": "MantisV2 | DTW-I",
|
| 666 |
+
"type": "fusion",
|
| 667 |
+
"family": "Hybrid (fusion)",
|
| 668 |
+
"supervision": "label-free",
|
| 669 |
+
"reranker": "\u2014",
|
| 670 |
+
"nr": false,
|
| 671 |
+
"code": true,
|
| 672 |
+
"rho0": 0.532,
|
| 673 |
+
"rho10": 0.49,
|
| 674 |
+
"rho20": 0.452,
|
| 675 |
+
"domains": {
|
| 676 |
+
"Industrial / control": null,
|
| 677 |
+
"Cyber-physical & IT": null,
|
| 678 |
+
"Automotive": null,
|
| 679 |
+
"Healthcare": null,
|
| 680 |
+
"General / cross-domain": null
|
| 681 |
+
},
|
| 682 |
+
"source": "paper",
|
| 683 |
+
"full": null
|
| 684 |
+
},
|
| 685 |
+
{
|
| 686 |
+
"name": "MantisV2 | SAX-BM25",
|
| 687 |
+
"type": "fusion",
|
| 688 |
+
"family": "Hybrid (fusion)",
|
| 689 |
+
"supervision": "label-free",
|
| 690 |
+
"reranker": "\u2014",
|
| 691 |
+
"nr": false,
|
| 692 |
+
"code": true,
|
| 693 |
+
"rho0": 0.531,
|
| 694 |
+
"rho10": 0.5,
|
| 695 |
+
"rho20": 0.472,
|
| 696 |
+
"domains": {
|
| 697 |
+
"Industrial / control": null,
|
| 698 |
+
"Cyber-physical & IT": null,
|
| 699 |
+
"Automotive": null,
|
| 700 |
+
"Healthcare": null,
|
| 701 |
+
"General / cross-domain": null
|
| 702 |
+
},
|
| 703 |
+
"source": "paper",
|
| 704 |
+
"full": null
|
| 705 |
+
},
|
| 706 |
+
{
|
| 707 |
+
"name": "TiRex + NR | SAX-BM25",
|
| 708 |
+
"type": "fusion",
|
| 709 |
+
"family": "Hybrid (fusion)",
|
| 710 |
+
"supervision": "label-free",
|
| 711 |
+
"reranker": "\u2014",
|
| 712 |
+
"nr": true,
|
| 713 |
+
"code": true,
|
| 714 |
+
"rho0": 0.53,
|
| 715 |
+
"rho10": 0.522,
|
| 716 |
+
"rho20": 0.496,
|
| 717 |
+
"domains": {
|
| 718 |
+
"Industrial / control": null,
|
| 719 |
+
"Cyber-physical & IT": null,
|
| 720 |
+
"Automotive": null,
|
| 721 |
+
"Healthcare": null,
|
| 722 |
+
"General / cross-domain": null
|
| 723 |
+
},
|
| 724 |
+
"source": "paper",
|
| 725 |
+
"full": null
|
| 726 |
+
},
|
| 727 |
+
{
|
| 728 |
"name": "CHARM + NR + PRF",
|
| 729 |
"type": "embedder",
|
| 730 |
+
"family": "Foundation embedder",
|
| 731 |
"supervision": "label-free",
|
| 732 |
"reranker": "PRF",
|
| 733 |
"nr": true,
|
|
|
|
| 735 |
"rho0": 0.528,
|
| 736 |
"rho10": 0.524,
|
| 737 |
"rho20": 0.499,
|
| 738 |
+
"full": null,
|
| 739 |
"domains": {
|
| 740 |
"General / cross-domain": 0.4165,
|
| 741 |
"Industrial / control": 0.4938,
|
|
|
|
| 748 |
{
|
| 749 |
"name": "MantisV2 + QPurity",
|
| 750 |
"type": "embedder",
|
| 751 |
+
"family": "Foundation embedder",
|
| 752 |
"supervision": "neighbour-labels",
|
| 753 |
"reranker": "QPurity",
|
| 754 |
"nr": false,
|
|
|
|
| 756 |
"rho0": 0.528,
|
| 757 |
"rho10": 0.507,
|
| 758 |
"rho20": 0.486,
|
| 759 |
+
"full": null,
|
| 760 |
"domains": {
|
| 761 |
"General / cross-domain": 0.472,
|
| 762 |
"Industrial / control": 0.6008,
|
|
|
|
| 769 |
{
|
| 770 |
"name": "TiRex + GPC",
|
| 771 |
"type": "embedder",
|
| 772 |
+
"family": "Foundation embedder",
|
| 773 |
"supervision": "neighbour-labels",
|
| 774 |
"reranker": "GPC",
|
| 775 |
"nr": false,
|
|
|
|
| 777 |
"rho0": 0.528,
|
| 778 |
"rho10": 0.514,
|
| 779 |
"rho20": 0.486,
|
| 780 |
+
"full": null,
|
| 781 |
"domains": {
|
| 782 |
"General / cross-domain": 0.518,
|
| 783 |
"Industrial / control": 0.4365,
|
|
|
|
| 788 |
"source": "paper"
|
| 789 |
},
|
| 790 |
{
|
| 791 |
+
"name": "Chronos-2 + NR | DTW-D",
|
| 792 |
+
"type": "fusion",
|
| 793 |
+
"family": "Hybrid (fusion)",
|
| 794 |
+
"supervision": "label-free",
|
| 795 |
+
"reranker": "\u2014",
|
| 796 |
+
"nr": true,
|
| 797 |
+
"code": true,
|
| 798 |
+
"rho0": 0.528,
|
| 799 |
+
"rho10": 0.508,
|
| 800 |
+
"rho20": 0.485,
|
| 801 |
+
"domains": {
|
| 802 |
+
"Industrial / control": null,
|
| 803 |
+
"Cyber-physical & IT": null,
|
| 804 |
+
"Automotive": null,
|
| 805 |
+
"Healthcare": null,
|
| 806 |
+
"General / cross-domain": null
|
| 807 |
+
},
|
| 808 |
+
"source": "paper",
|
| 809 |
+
"full": null
|
| 810 |
+
},
|
| 811 |
+
{
|
| 812 |
"name": "DTW-I + MajVote",
|
| 813 |
"type": "embedder",
|
| 814 |
+
"family": "Foundation embedder",
|
| 815 |
"supervision": "neighbour-labels",
|
| 816 |
"reranker": "MajVote",
|
| 817 |
"nr": false,
|
|
|
|
| 819 |
"rho0": 0.525,
|
| 820 |
"rho10": 0.468,
|
| 821 |
"rho20": 0.423,
|
| 822 |
+
"full": null,
|
| 823 |
"domains": {
|
| 824 |
"General / cross-domain": 0.54,
|
| 825 |
"Industrial / control": 0.701,
|
|
|
|
| 830 |
"source": "paper"
|
| 831 |
},
|
| 832 |
{
|
| 833 |
+
"name": "TiRex + NR | DTW-D",
|
| 834 |
+
"type": "fusion",
|
| 835 |
+
"family": "Hybrid (fusion)",
|
| 836 |
+
"supervision": "label-free",
|
| 837 |
+
"reranker": "\u2014",
|
| 838 |
+
"nr": true,
|
| 839 |
+
"code": true,
|
| 840 |
+
"rho0": 0.521,
|
| 841 |
+
"rho10": 0.497,
|
| 842 |
+
"rho20": 0.47,
|
| 843 |
+
"domains": {
|
| 844 |
+
"Industrial / control": null,
|
| 845 |
+
"Cyber-physical & IT": null,
|
| 846 |
+
"Automotive": null,
|
| 847 |
+
"Healthcare": null,
|
| 848 |
+
"General / cross-domain": null
|
| 849 |
+
},
|
| 850 |
+
"source": "paper",
|
| 851 |
+
"full": null
|
| 852 |
+
},
|
| 853 |
+
{
|
| 854 |
"name": "CHARM + NR",
|
| 855 |
"type": "embedder",
|
| 856 |
+
"family": "Foundation embedder",
|
| 857 |
"supervision": "label-free",
|
| 858 |
"reranker": "\u2014",
|
| 859 |
"nr": true,
|
|
|
|
| 861 |
"rho0": 0.52,
|
| 862 |
"rho10": 0.515,
|
| 863 |
"rho20": 0.49,
|
| 864 |
+
"full": 0.442,
|
| 865 |
"domains": {
|
| 866 |
"General / cross-domain": 0.431,
|
| 867 |
"Industrial / control": 0.4943,
|
|
|
|
| 872 |
"source": "paper"
|
| 873 |
},
|
| 874 |
{
|
| 875 |
+
"name": "TiRex | DTW-I",
|
| 876 |
+
"type": "fusion",
|
| 877 |
+
"family": "Hybrid (fusion)",
|
| 878 |
+
"supervision": "label-free",
|
| 879 |
+
"reranker": "\u2014",
|
| 880 |
+
"nr": false,
|
| 881 |
+
"code": true,
|
| 882 |
+
"rho0": 0.52,
|
| 883 |
+
"rho10": 0.487,
|
| 884 |
+
"rho20": 0.447,
|
| 885 |
+
"domains": {
|
| 886 |
+
"Industrial / control": null,
|
| 887 |
+
"Cyber-physical & IT": null,
|
| 888 |
+
"Automotive": null,
|
| 889 |
+
"Healthcare": null,
|
| 890 |
+
"General / cross-domain": null
|
| 891 |
+
},
|
| 892 |
+
"source": "paper",
|
| 893 |
+
"full": null
|
| 894 |
+
},
|
| 895 |
+
{
|
| 896 |
+
"name": "CHARM | SAX-BM25",
|
| 897 |
+
"type": "fusion",
|
| 898 |
+
"family": "Hybrid (fusion)",
|
| 899 |
+
"supervision": "label-free",
|
| 900 |
+
"reranker": "\u2014",
|
| 901 |
+
"nr": false,
|
| 902 |
+
"code": true,
|
| 903 |
+
"rho0": 0.519,
|
| 904 |
+
"rho10": 0.492,
|
| 905 |
+
"rho20": 0.459,
|
| 906 |
+
"domains": {
|
| 907 |
+
"Industrial / control": null,
|
| 908 |
+
"Cyber-physical & IT": null,
|
| 909 |
+
"Automotive": null,
|
| 910 |
+
"Healthcare": null,
|
| 911 |
+
"General / cross-domain": null
|
| 912 |
+
},
|
| 913 |
+
"source": "paper",
|
| 914 |
+
"full": null
|
| 915 |
+
},
|
| 916 |
+
{
|
| 917 |
"name": "TiRex + NR + QPurity",
|
| 918 |
"type": "embedder",
|
| 919 |
+
"family": "Foundation embedder",
|
| 920 |
"supervision": "neighbour-labels",
|
| 921 |
"reranker": "QPurity",
|
| 922 |
"nr": true,
|
|
|
|
| 924 |
"rho0": 0.518,
|
| 925 |
"rho10": 0.523,
|
| 926 |
"rho20": 0.498,
|
| 927 |
+
"full": null,
|
| 928 |
"domains": {
|
| 929 |
"General / cross-domain": 0.4825,
|
| 930 |
"Industrial / control": 0.4307,
|
|
|
|
| 937 |
{
|
| 938 |
"name": "TiRex + MajVote",
|
| 939 |
"type": "embedder",
|
| 940 |
+
"family": "Foundation embedder",
|
| 941 |
"supervision": "neighbour-labels",
|
| 942 |
"reranker": "MajVote",
|
| 943 |
"nr": false,
|
|
|
|
| 945 |
"rho0": 0.517,
|
| 946 |
"rho10": 0.513,
|
| 947 |
"rho20": 0.456,
|
| 948 |
+
"full": null,
|
| 949 |
"domains": {
|
| 950 |
"General / cross-domain": 0.57,
|
| 951 |
"Industrial / control": 0.407,
|
|
|
|
| 958 |
{
|
| 959 |
"name": "Chronos-2 + NR + QPurity",
|
| 960 |
"type": "embedder",
|
| 961 |
+
"family": "Foundation embedder",
|
| 962 |
"supervision": "neighbour-labels",
|
| 963 |
"reranker": "QPurity",
|
| 964 |
"nr": true,
|
|
|
|
| 966 |
"rho0": 0.512,
|
| 967 |
"rho10": 0.508,
|
| 968 |
"rho20": 0.492,
|
| 969 |
+
"full": null,
|
| 970 |
"domains": {
|
| 971 |
"General / cross-domain": 0.4375,
|
| 972 |
"Industrial / control": 0.4377,
|
|
|
|
| 979 |
{
|
| 980 |
"name": "CHARM + QPurity",
|
| 981 |
"type": "embedder",
|
| 982 |
+
"family": "Foundation embedder",
|
| 983 |
"supervision": "neighbour-labels",
|
| 984 |
"reranker": "QPurity",
|
| 985 |
"nr": false,
|
|
|
|
| 987 |
"rho0": 0.511,
|
| 988 |
"rho10": 0.513,
|
| 989 |
"rho20": 0.481,
|
| 990 |
+
"full": null,
|
| 991 |
"domains": {
|
| 992 |
"General / cross-domain": 0.471,
|
| 993 |
"Industrial / control": 0.5002,
|
|
|
|
| 1000 |
{
|
| 1001 |
"name": "MantisV2 + NR + PRF",
|
| 1002 |
"type": "embedder",
|
| 1003 |
+
"family": "Foundation embedder",
|
| 1004 |
"supervision": "label-free",
|
| 1005 |
"reranker": "PRF",
|
| 1006 |
"nr": true,
|
|
|
|
| 1008 |
"rho0": 0.511,
|
| 1009 |
"rho10": 0.498,
|
| 1010 |
"rho20": 0.49,
|
| 1011 |
+
"full": null,
|
| 1012 |
"domains": {
|
| 1013 |
"General / cross-domain": 0.4005,
|
| 1014 |
"Industrial / control": 0.5302,
|
|
|
|
| 1019 |
"source": "paper"
|
| 1020 |
},
|
| 1021 |
{
|
| 1022 |
+
"name": "TiRex | SAX-BM25",
|
| 1023 |
+
"type": "fusion",
|
| 1024 |
+
"family": "Hybrid (fusion)",
|
| 1025 |
+
"supervision": "label-free",
|
| 1026 |
+
"reranker": "\u2014",
|
| 1027 |
+
"nr": false,
|
| 1028 |
+
"code": true,
|
| 1029 |
+
"rho0": 0.511,
|
| 1030 |
+
"rho10": 0.49,
|
| 1031 |
+
"rho20": 0.456,
|
| 1032 |
+
"domains": {
|
| 1033 |
+
"Industrial / control": null,
|
| 1034 |
+
"Cyber-physical & IT": null,
|
| 1035 |
+
"Automotive": null,
|
| 1036 |
+
"Healthcare": null,
|
| 1037 |
+
"General / cross-domain": null
|
| 1038 |
+
},
|
| 1039 |
+
"source": "paper",
|
| 1040 |
+
"full": null
|
| 1041 |
+
},
|
| 1042 |
+
{
|
| 1043 |
"name": "MantisV2",
|
| 1044 |
"type": "embedder",
|
| 1045 |
+
"family": "Foundation embedder",
|
| 1046 |
"supervision": "label-free",
|
| 1047 |
"reranker": "\u2014",
|
| 1048 |
"nr": false,
|
|
|
|
| 1050 |
"rho0": 0.51,
|
| 1051 |
"rho10": 0.474,
|
| 1052 |
"rho20": 0.454,
|
| 1053 |
+
"full": 0.447,
|
| 1054 |
"domains": {
|
| 1055 |
"General / cross-domain": 0.4385,
|
| 1056 |
"Industrial / control": 0.5423,
|
|
|
|
| 1061 |
"source": "paper"
|
| 1062 |
},
|
| 1063 |
{
|
| 1064 |
+
"name": "CHARM + NR | SFA-BM25",
|
| 1065 |
+
"type": "fusion",
|
| 1066 |
+
"family": "Hybrid (fusion)",
|
| 1067 |
+
"supervision": "label-free",
|
| 1068 |
+
"reranker": "\u2014",
|
| 1069 |
+
"nr": true,
|
| 1070 |
+
"code": true,
|
| 1071 |
+
"rho0": 0.51,
|
| 1072 |
+
"rho10": 0.503,
|
| 1073 |
+
"rho20": 0.48,
|
| 1074 |
+
"domains": {
|
| 1075 |
+
"Industrial / control": null,
|
| 1076 |
+
"Cyber-physical & IT": null,
|
| 1077 |
+
"Automotive": null,
|
| 1078 |
+
"Healthcare": null,
|
| 1079 |
+
"General / cross-domain": null
|
| 1080 |
+
},
|
| 1081 |
+
"source": "paper",
|
| 1082 |
+
"full": null
|
| 1083 |
+
},
|
| 1084 |
+
{
|
| 1085 |
+
"name": "MantisV2 | DTW-D",
|
| 1086 |
+
"type": "fusion",
|
| 1087 |
+
"family": "Hybrid (fusion)",
|
| 1088 |
+
"supervision": "label-free",
|
| 1089 |
+
"reranker": "\u2014",
|
| 1090 |
+
"nr": false,
|
| 1091 |
+
"code": true,
|
| 1092 |
+
"rho0": 0.507,
|
| 1093 |
+
"rho10": 0.468,
|
| 1094 |
+
"rho20": 0.432,
|
| 1095 |
+
"domains": {
|
| 1096 |
+
"Industrial / control": null,
|
| 1097 |
+
"Cyber-physical & IT": null,
|
| 1098 |
+
"Automotive": null,
|
| 1099 |
+
"Healthcare": null,
|
| 1100 |
+
"General / cross-domain": null
|
| 1101 |
+
},
|
| 1102 |
+
"source": "paper",
|
| 1103 |
+
"full": null
|
| 1104 |
+
},
|
| 1105 |
+
{
|
| 1106 |
"name": "MantisV2 + PRF",
|
| 1107 |
"type": "embedder",
|
| 1108 |
+
"family": "Foundation embedder",
|
| 1109 |
"supervision": "label-free",
|
| 1110 |
"reranker": "PRF",
|
| 1111 |
"nr": false,
|
|
|
|
| 1113 |
"rho0": 0.501,
|
| 1114 |
"rho10": 0.47,
|
| 1115 |
"rho20": 0.45,
|
| 1116 |
+
"full": null,
|
| 1117 |
"domains": {
|
| 1118 |
"General / cross-domain": 0.4245,
|
| 1119 |
"Industrial / control": 0.5335,
|
|
|
|
| 1126 |
{
|
| 1127 |
"name": "DTW-I + QPurity",
|
| 1128 |
"type": "embedder",
|
| 1129 |
+
"family": "Foundation embedder",
|
| 1130 |
"supervision": "neighbour-labels",
|
| 1131 |
"reranker": "QPurity",
|
| 1132 |
"nr": false,
|
|
|
|
| 1134 |
"rho0": 0.5,
|
| 1135 |
"rho10": 0.503,
|
| 1136 |
"rho20": 0.416,
|
| 1137 |
+
"full": null,
|
| 1138 |
"domains": {
|
| 1139 |
"General / cross-domain": 0.47,
|
| 1140 |
"Industrial / control": 0.654,
|
|
|
|
| 1145 |
"source": "paper"
|
| 1146 |
},
|
| 1147 |
{
|
| 1148 |
+
"name": "Chronos-2 + NR | SFA-BM25",
|
| 1149 |
+
"type": "fusion",
|
| 1150 |
+
"family": "Hybrid (fusion)",
|
| 1151 |
+
"supervision": "label-free",
|
| 1152 |
+
"reranker": "\u2014",
|
| 1153 |
+
"nr": true,
|
| 1154 |
+
"code": true,
|
| 1155 |
+
"rho0": 0.499,
|
| 1156 |
+
"rho10": 0.49,
|
| 1157 |
+
"rho20": 0.47,
|
| 1158 |
+
"domains": {
|
| 1159 |
+
"Industrial / control": null,
|
| 1160 |
+
"Cyber-physical & IT": null,
|
| 1161 |
+
"Automotive": null,
|
| 1162 |
+
"Healthcare": null,
|
| 1163 |
+
"General / cross-domain": null
|
| 1164 |
+
},
|
| 1165 |
+
"source": "paper",
|
| 1166 |
+
"full": null
|
| 1167 |
+
},
|
| 1168 |
+
{
|
| 1169 |
+
"name": "MantisV2 | SFA-BM25",
|
| 1170 |
+
"type": "fusion",
|
| 1171 |
+
"family": "Hybrid (fusion)",
|
| 1172 |
+
"supervision": "label-free",
|
| 1173 |
+
"reranker": "\u2014",
|
| 1174 |
+
"nr": false,
|
| 1175 |
+
"code": true,
|
| 1176 |
+
"rho0": 0.496,
|
| 1177 |
+
"rho10": 0.466,
|
| 1178 |
+
"rho20": 0.447,
|
| 1179 |
+
"domains": {
|
| 1180 |
+
"Industrial / control": null,
|
| 1181 |
+
"Cyber-physical & IT": null,
|
| 1182 |
+
"Automotive": null,
|
| 1183 |
+
"Healthcare": null,
|
| 1184 |
+
"General / cross-domain": null
|
| 1185 |
+
},
|
| 1186 |
+
"source": "paper",
|
| 1187 |
+
"full": null
|
| 1188 |
+
},
|
| 1189 |
+
{
|
| 1190 |
+
"name": "MantisV2 + NR | SBD-D",
|
| 1191 |
+
"type": "fusion",
|
| 1192 |
+
"family": "Hybrid (fusion)",
|
| 1193 |
+
"supervision": "label-free",
|
| 1194 |
+
"reranker": "\u2014",
|
| 1195 |
+
"nr": true,
|
| 1196 |
+
"code": true,
|
| 1197 |
+
"rho0": 0.493,
|
| 1198 |
+
"rho10": 0.475,
|
| 1199 |
+
"rho20": 0.454,
|
| 1200 |
+
"domains": {
|
| 1201 |
+
"Industrial / control": null,
|
| 1202 |
+
"Cyber-physical & IT": null,
|
| 1203 |
+
"Automotive": null,
|
| 1204 |
+
"Healthcare": null,
|
| 1205 |
+
"General / cross-domain": null
|
| 1206 |
+
},
|
| 1207 |
+
"source": "paper",
|
| 1208 |
+
"full": null
|
| 1209 |
+
},
|
| 1210 |
+
{
|
| 1211 |
+
"name": "CHARM | DTW-D",
|
| 1212 |
+
"type": "fusion",
|
| 1213 |
+
"family": "Hybrid (fusion)",
|
| 1214 |
+
"supervision": "label-free",
|
| 1215 |
+
"reranker": "\u2014",
|
| 1216 |
+
"nr": false,
|
| 1217 |
+
"code": true,
|
| 1218 |
+
"rho0": 0.492,
|
| 1219 |
+
"rho10": 0.461,
|
| 1220 |
+
"rho20": 0.425,
|
| 1221 |
+
"domains": {
|
| 1222 |
+
"Industrial / control": null,
|
| 1223 |
+
"Cyber-physical & IT": null,
|
| 1224 |
+
"Automotive": null,
|
| 1225 |
+
"Healthcare": null,
|
| 1226 |
+
"General / cross-domain": null
|
| 1227 |
+
},
|
| 1228 |
+
"source": "paper",
|
| 1229 |
+
"full": null
|
| 1230 |
+
},
|
| 1231 |
+
{
|
| 1232 |
+
"name": "TiRex + NR | SFA-BM25",
|
| 1233 |
+
"type": "fusion",
|
| 1234 |
+
"family": "Hybrid (fusion)",
|
| 1235 |
+
"supervision": "label-free",
|
| 1236 |
+
"reranker": "\u2014",
|
| 1237 |
+
"nr": true,
|
| 1238 |
+
"code": true,
|
| 1239 |
+
"rho0": 0.491,
|
| 1240 |
+
"rho10": 0.478,
|
| 1241 |
+
"rho20": 0.456,
|
| 1242 |
+
"domains": {
|
| 1243 |
+
"Industrial / control": null,
|
| 1244 |
+
"Cyber-physical & IT": null,
|
| 1245 |
+
"Automotive": null,
|
| 1246 |
+
"Healthcare": null,
|
| 1247 |
+
"General / cross-domain": null
|
| 1248 |
+
},
|
| 1249 |
+
"source": "paper",
|
| 1250 |
+
"full": null
|
| 1251 |
+
},
|
| 1252 |
+
{
|
| 1253 |
"name": "SAX-BM25",
|
| 1254 |
"type": "symbolic",
|
| 1255 |
+
"family": "Symbolic (BM25)",
|
| 1256 |
"supervision": "label-free",
|
| 1257 |
"reranker": "\u2014",
|
| 1258 |
"nr": false,
|
|
|
|
| 1260 |
"rho0": 0.489,
|
| 1261 |
"rho10": 0.461,
|
| 1262 |
"rho20": 0.435,
|
| 1263 |
+
"full": null,
|
| 1264 |
"domains": {
|
| 1265 |
"General / cross-domain": 0.299,
|
| 1266 |
"Industrial / control": 0.356,
|
|
|
|
| 1273 |
{
|
| 1274 |
"name": "MantisV2 + NR + Purity",
|
| 1275 |
"type": "embedder",
|
| 1276 |
+
"family": "Foundation embedder",
|
| 1277 |
"supervision": "neighbour-labels",
|
| 1278 |
"reranker": "Purity",
|
| 1279 |
"nr": true,
|
|
|
|
| 1281 |
"rho0": 0.489,
|
| 1282 |
"rho10": 0.478,
|
| 1283 |
"rho20": 0.458,
|
| 1284 |
+
"full": null,
|
| 1285 |
"domains": {
|
| 1286 |
"General / cross-domain": 0.3365,
|
| 1287 |
"Industrial / control": 0.5002,
|
|
|
|
| 1294 |
{
|
| 1295 |
"name": "ED",
|
| 1296 |
"type": "distance",
|
| 1297 |
+
"family": "Shape distance",
|
| 1298 |
"supervision": "label-free",
|
| 1299 |
"reranker": "\u2014",
|
| 1300 |
"nr": false,
|
|
|
|
| 1302 |
"rho0": 0.486,
|
| 1303 |
"rho10": 0.461,
|
| 1304 |
"rho20": 0.437,
|
| 1305 |
+
"full": null,
|
| 1306 |
"domains": {
|
| 1307 |
"General / cross-domain": 0.437,
|
| 1308 |
"Industrial / control": 0.4485,
|
|
|
|
| 1315 |
{
|
| 1316 |
"name": "CHARM",
|
| 1317 |
"type": "embedder",
|
| 1318 |
+
"family": "Foundation embedder",
|
| 1319 |
"supervision": "label-free",
|
| 1320 |
"reranker": "\u2014",
|
| 1321 |
"nr": false,
|
|
|
|
| 1323 |
"rho0": 0.486,
|
| 1324 |
"rho10": 0.461,
|
| 1325 |
"rho20": 0.437,
|
| 1326 |
+
"full": 0.437,
|
| 1327 |
"domains": {
|
| 1328 |
"General / cross-domain": 0.437,
|
| 1329 |
"Industrial / control": 0.4485,
|
|
|
|
| 1334 |
"source": "paper"
|
| 1335 |
},
|
| 1336 |
{
|
| 1337 |
+
"name": "TiRex | DTW-D",
|
| 1338 |
+
"type": "fusion",
|
| 1339 |
+
"family": "Hybrid (fusion)",
|
| 1340 |
+
"supervision": "label-free",
|
| 1341 |
+
"reranker": "\u2014",
|
| 1342 |
+
"nr": false,
|
| 1343 |
+
"code": true,
|
| 1344 |
+
"rho0": 0.486,
|
| 1345 |
+
"rho10": 0.455,
|
| 1346 |
+
"rho20": 0.418,
|
| 1347 |
+
"domains": {
|
| 1348 |
+
"Industrial / control": null,
|
| 1349 |
+
"Cyber-physical & IT": null,
|
| 1350 |
+
"Automotive": null,
|
| 1351 |
+
"Healthcare": null,
|
| 1352 |
+
"General / cross-domain": null
|
| 1353 |
+
},
|
| 1354 |
+
"source": "paper",
|
| 1355 |
+
"full": null
|
| 1356 |
+
},
|
| 1357 |
+
{
|
| 1358 |
"name": "TiRex + QPurity",
|
| 1359 |
"type": "embedder",
|
| 1360 |
+
"family": "Foundation embedder",
|
| 1361 |
"supervision": "neighbour-labels",
|
| 1362 |
"reranker": "QPurity",
|
| 1363 |
"nr": false,
|
|
|
|
| 1365 |
"rho0": 0.485,
|
| 1366 |
"rho10": 0.488,
|
| 1367 |
"rho20": 0.44,
|
| 1368 |
+
"full": null,
|
| 1369 |
"domains": {
|
| 1370 |
"General / cross-domain": 0.4845,
|
| 1371 |
"Industrial / control": 0.398,
|
|
|
|
| 1376 |
"source": "paper"
|
| 1377 |
},
|
| 1378 |
{
|
| 1379 |
+
"name": "CHARM | SFA-BM25",
|
| 1380 |
+
"type": "fusion",
|
| 1381 |
+
"family": "Hybrid (fusion)",
|
| 1382 |
+
"supervision": "label-free",
|
| 1383 |
+
"reranker": "\u2014",
|
| 1384 |
+
"nr": false,
|
| 1385 |
+
"code": true,
|
| 1386 |
+
"rho0": 0.485,
|
| 1387 |
+
"rho10": 0.459,
|
| 1388 |
+
"rho20": 0.43,
|
| 1389 |
+
"domains": {
|
| 1390 |
+
"Industrial / control": null,
|
| 1391 |
+
"Cyber-physical & IT": null,
|
| 1392 |
+
"Automotive": null,
|
| 1393 |
+
"Healthcare": null,
|
| 1394 |
+
"General / cross-domain": null
|
| 1395 |
+
},
|
| 1396 |
+
"source": "paper",
|
| 1397 |
+
"full": null
|
| 1398 |
+
},
|
| 1399 |
+
{
|
| 1400 |
"name": "TiRex",
|
| 1401 |
"type": "embedder",
|
| 1402 |
+
"family": "Foundation embedder",
|
| 1403 |
"supervision": "label-free",
|
| 1404 |
"reranker": "\u2014",
|
| 1405 |
"nr": false,
|
|
|
|
| 1407 |
"rho0": 0.483,
|
| 1408 |
"rho10": 0.449,
|
| 1409 |
"rho20": 0.433,
|
| 1410 |
+
"full": 0.434,
|
| 1411 |
"domains": {
|
| 1412 |
"General / cross-domain": 0.4675,
|
| 1413 |
"Industrial / control": 0.382,
|
|
|
|
| 1420 |
{
|
| 1421 |
"name": "DTW-I + PRF",
|
| 1422 |
"type": "distance",
|
| 1423 |
+
"family": "Shape distance",
|
| 1424 |
"supervision": "label-free",
|
| 1425 |
"reranker": "PRF",
|
| 1426 |
"nr": false,
|
|
|
|
| 1428 |
"rho0": 0.483,
|
| 1429 |
"rho10": 0.427,
|
| 1430 |
"rho20": 0.392,
|
| 1431 |
+
"full": null,
|
| 1432 |
"domains": {
|
| 1433 |
"General / cross-domain": 0.469,
|
| 1434 |
"Industrial / control": 0.65,
|
|
|
|
| 1441 |
{
|
| 1442 |
"name": "TiRex + NR",
|
| 1443 |
"type": "embedder",
|
| 1444 |
+
"family": "Foundation embedder",
|
| 1445 |
"supervision": "label-free",
|
| 1446 |
"reranker": "\u2014",
|
| 1447 |
"nr": true,
|
|
|
|
| 1449 |
"rho0": 0.481,
|
| 1450 |
"rho10": 0.476,
|
| 1451 |
"rho20": 0.451,
|
| 1452 |
+
"full": null,
|
| 1453 |
"domains": {
|
| 1454 |
"General / cross-domain": 0.4375,
|
| 1455 |
"Industrial / control": 0.4068,
|
|
|
|
| 1462 |
{
|
| 1463 |
"name": "DTW-I",
|
| 1464 |
"type": "distance",
|
| 1465 |
+
"family": "Shape distance",
|
| 1466 |
"supervision": "label-free",
|
| 1467 |
"reranker": "\u2014",
|
| 1468 |
"nr": false,
|
|
|
|
| 1470 |
"rho0": 0.48,
|
| 1471 |
"rho10": 0.418,
|
| 1472 |
"rho20": 0.398,
|
| 1473 |
+
"full": null,
|
| 1474 |
"domains": {
|
| 1475 |
"General / cross-domain": 0.47,
|
| 1476 |
"Industrial / control": 0.65,
|
|
|
|
| 1481 |
"source": "paper"
|
| 1482 |
},
|
| 1483 |
{
|
| 1484 |
+
"name": "TiRex | SFA-BM25",
|
| 1485 |
+
"type": "fusion",
|
| 1486 |
+
"family": "Hybrid (fusion)",
|
| 1487 |
+
"supervision": "label-free",
|
| 1488 |
+
"reranker": "\u2014",
|
| 1489 |
+
"nr": false,
|
| 1490 |
+
"code": true,
|
| 1491 |
+
"rho0": 0.479,
|
| 1492 |
+
"rho10": 0.456,
|
| 1493 |
+
"rho20": 0.43,
|
| 1494 |
+
"domains": {
|
| 1495 |
+
"Industrial / control": null,
|
| 1496 |
+
"Cyber-physical & IT": null,
|
| 1497 |
+
"Automotive": null,
|
| 1498 |
+
"Healthcare": null,
|
| 1499 |
+
"General / cross-domain": null
|
| 1500 |
+
},
|
| 1501 |
+
"source": "paper",
|
| 1502 |
+
"full": null
|
| 1503 |
+
},
|
| 1504 |
+
{
|
| 1505 |
+
"name": "CHARM + NR | SBD-D",
|
| 1506 |
+
"type": "fusion",
|
| 1507 |
+
"family": "Hybrid (fusion)",
|
| 1508 |
+
"supervision": "label-free",
|
| 1509 |
+
"reranker": "\u2014",
|
| 1510 |
+
"nr": true,
|
| 1511 |
+
"code": true,
|
| 1512 |
+
"rho0": 0.476,
|
| 1513 |
+
"rho10": 0.456,
|
| 1514 |
+
"rho20": 0.432,
|
| 1515 |
+
"domains": {
|
| 1516 |
+
"Industrial / control": null,
|
| 1517 |
+
"Cyber-physical & IT": null,
|
| 1518 |
+
"Automotive": null,
|
| 1519 |
+
"Healthcare": null,
|
| 1520 |
+
"General / cross-domain": null
|
| 1521 |
+
},
|
| 1522 |
+
"source": "paper",
|
| 1523 |
+
"full": null
|
| 1524 |
+
},
|
| 1525 |
+
{
|
| 1526 |
"name": "Chronos-2 + NR",
|
| 1527 |
"type": "embedder",
|
| 1528 |
+
"family": "Foundation embedder",
|
| 1529 |
"supervision": "label-free",
|
| 1530 |
"reranker": "\u2014",
|
| 1531 |
"nr": true,
|
|
|
|
| 1533 |
"rho0": 0.474,
|
| 1534 |
"rho10": 0.467,
|
| 1535 |
"rho20": 0.452,
|
| 1536 |
+
"full": null,
|
| 1537 |
"domains": {
|
| 1538 |
"General / cross-domain": 0.392,
|
| 1539 |
"Industrial / control": 0.3845,
|
|
|
|
| 1546 |
{
|
| 1547 |
"name": "Chronos-2",
|
| 1548 |
"type": "embedder",
|
| 1549 |
+
"family": "Foundation embedder",
|
| 1550 |
"supervision": "label-free",
|
| 1551 |
"reranker": "\u2014",
|
| 1552 |
"nr": false,
|
|
|
|
| 1554 |
"rho0": 0.471,
|
| 1555 |
"rho10": 0.455,
|
| 1556 |
"rho20": 0.432,
|
| 1557 |
+
"full": 0.437,
|
| 1558 |
"domains": {
|
| 1559 |
"General / cross-domain": 0.394,
|
| 1560 |
"Industrial / control": 0.3605,
|
|
|
|
| 1567 |
{
|
| 1568 |
"name": "TiRex + PRF",
|
| 1569 |
"type": "embedder",
|
| 1570 |
+
"family": "Foundation embedder",
|
| 1571 |
"supervision": "label-free",
|
| 1572 |
"reranker": "PRF",
|
| 1573 |
"nr": false,
|
|
|
|
| 1575 |
"rho0": 0.463,
|
| 1576 |
"rho10": 0.45,
|
| 1577 |
"rho20": 0.411,
|
| 1578 |
+
"full": null,
|
| 1579 |
"domains": {
|
| 1580 |
"General / cross-domain": 0.455,
|
| 1581 |
"Industrial / control": 0.3595,
|
|
|
|
| 1588 |
{
|
| 1589 |
"name": "Chronos-2 + NR + PRF",
|
| 1590 |
"type": "embedder",
|
| 1591 |
+
"family": "Foundation embedder",
|
| 1592 |
"supervision": "label-free",
|
| 1593 |
"reranker": "PRF",
|
| 1594 |
"nr": true,
|
|
|
|
| 1596 |
"rho0": 0.463,
|
| 1597 |
"rho10": 0.464,
|
| 1598 |
"rho20": 0.451,
|
| 1599 |
+
"full": null,
|
| 1600 |
"domains": {
|
| 1601 |
"General / cross-domain": 0.3675,
|
| 1602 |
"Industrial / control": 0.3738,
|
|
|
|
| 1607 |
"source": "paper"
|
| 1608 |
},
|
| 1609 |
{
|
| 1610 |
+
"name": "MantisV2 | SBD-D",
|
| 1611 |
+
"type": "fusion",
|
| 1612 |
+
"family": "Hybrid (fusion)",
|
| 1613 |
+
"supervision": "label-free",
|
| 1614 |
+
"reranker": "\u2014",
|
| 1615 |
+
"nr": false,
|
| 1616 |
+
"code": true,
|
| 1617 |
+
"rho0": 0.462,
|
| 1618 |
+
"rho10": 0.44,
|
| 1619 |
+
"rho20": 0.408,
|
| 1620 |
+
"domains": {
|
| 1621 |
+
"Industrial / control": null,
|
| 1622 |
+
"Cyber-physical & IT": null,
|
| 1623 |
+
"Automotive": null,
|
| 1624 |
+
"Healthcare": null,
|
| 1625 |
+
"General / cross-domain": null
|
| 1626 |
+
},
|
| 1627 |
+
"source": "paper",
|
| 1628 |
+
"full": null
|
| 1629 |
+
},
|
| 1630 |
+
{
|
| 1631 |
"name": "CHARM + NR + Purity",
|
| 1632 |
"type": "embedder",
|
| 1633 |
+
"family": "Foundation embedder",
|
| 1634 |
"supervision": "neighbour-labels",
|
| 1635 |
"reranker": "Purity",
|
| 1636 |
"nr": true,
|
|
|
|
| 1638 |
"rho0": 0.461,
|
| 1639 |
"rho10": 0.464,
|
| 1640 |
"rho20": 0.427,
|
| 1641 |
+
"full": null,
|
| 1642 |
"domains": {
|
| 1643 |
"General / cross-domain": 0.344,
|
| 1644 |
"Industrial / control": 0.41,
|
|
|
|
| 1651 |
{
|
| 1652 |
"name": "CHARM + PRF",
|
| 1653 |
"type": "embedder",
|
| 1654 |
+
"family": "Foundation embedder",
|
| 1655 |
"supervision": "label-free",
|
| 1656 |
"reranker": "PRF",
|
| 1657 |
"nr": false,
|
|
|
|
| 1659 |
"rho0": 0.455,
|
| 1660 |
"rho10": 0.443,
|
| 1661 |
"rho20": 0.407,
|
| 1662 |
+
"full": null,
|
| 1663 |
"domains": {
|
| 1664 |
"General / cross-domain": 0.4125,
|
| 1665 |
"Industrial / control": 0.4163,
|
|
|
|
| 1672 |
{
|
| 1673 |
"name": "MantisV2 + Purity",
|
| 1674 |
"type": "embedder",
|
| 1675 |
+
"family": "Foundation embedder",
|
| 1676 |
"supervision": "neighbour-labels",
|
| 1677 |
"reranker": "Purity",
|
| 1678 |
"nr": false,
|
|
|
|
| 1680 |
"rho0": 0.445,
|
| 1681 |
"rho10": 0.431,
|
| 1682 |
"rho20": 0.413,
|
| 1683 |
+
"full": null,
|
| 1684 |
"domains": {
|
| 1685 |
"General / cross-domain": 0.333,
|
| 1686 |
"Industrial / control": 0.46,
|
|
|
|
| 1693 |
{
|
| 1694 |
"name": "TiRex + NR + PRF",
|
| 1695 |
"type": "embedder",
|
| 1696 |
+
"family": "Foundation embedder",
|
| 1697 |
"supervision": "label-free",
|
| 1698 |
"reranker": "PRF",
|
| 1699 |
"nr": true,
|
|
|
|
| 1701 |
"rho0": 0.445,
|
| 1702 |
"rho10": 0.447,
|
| 1703 |
"rho20": 0.424,
|
| 1704 |
+
"full": null,
|
| 1705 |
"domains": {
|
| 1706 |
"General / cross-domain": 0.4075,
|
| 1707 |
"Industrial / control": 0.3648,
|
|
|
|
| 1712 |
"source": "paper"
|
| 1713 |
},
|
| 1714 |
{
|
| 1715 |
+
"name": "CHARM | SBD-D",
|
| 1716 |
+
"type": "fusion",
|
| 1717 |
+
"family": "Hybrid (fusion)",
|
| 1718 |
+
"supervision": "label-free",
|
| 1719 |
+
"reranker": "\u2014",
|
| 1720 |
+
"nr": false,
|
| 1721 |
+
"code": true,
|
| 1722 |
+
"rho0": 0.445,
|
| 1723 |
+
"rho10": 0.426,
|
| 1724 |
+
"rho20": 0.397,
|
| 1725 |
+
"domains": {
|
| 1726 |
+
"Industrial / control": null,
|
| 1727 |
+
"Cyber-physical & IT": null,
|
| 1728 |
+
"Automotive": null,
|
| 1729 |
+
"Healthcare": null,
|
| 1730 |
+
"General / cross-domain": null
|
| 1731 |
+
},
|
| 1732 |
+
"source": "paper",
|
| 1733 |
+
"full": null
|
| 1734 |
+
},
|
| 1735 |
+
{
|
| 1736 |
+
"name": "TiRex | SBD-D",
|
| 1737 |
+
"type": "fusion",
|
| 1738 |
+
"family": "Hybrid (fusion)",
|
| 1739 |
+
"supervision": "label-free",
|
| 1740 |
+
"reranker": "\u2014",
|
| 1741 |
+
"nr": false,
|
| 1742 |
+
"code": true,
|
| 1743 |
+
"rho0": 0.445,
|
| 1744 |
+
"rho10": 0.426,
|
| 1745 |
+
"rho20": 0.392,
|
| 1746 |
+
"domains": {
|
| 1747 |
+
"Industrial / control": null,
|
| 1748 |
+
"Cyber-physical & IT": null,
|
| 1749 |
+
"Automotive": null,
|
| 1750 |
+
"Healthcare": null,
|
| 1751 |
+
"General / cross-domain": null
|
| 1752 |
+
},
|
| 1753 |
+
"source": "paper",
|
| 1754 |
+
"full": null
|
| 1755 |
+
},
|
| 1756 |
+
{
|
| 1757 |
+
"name": "Chronos-2 + NR | SBD-D",
|
| 1758 |
+
"type": "fusion",
|
| 1759 |
+
"family": "Hybrid (fusion)",
|
| 1760 |
+
"supervision": "label-free",
|
| 1761 |
+
"reranker": "\u2014",
|
| 1762 |
+
"nr": true,
|
| 1763 |
+
"code": true,
|
| 1764 |
+
"rho0": 0.442,
|
| 1765 |
+
"rho10": 0.422,
|
| 1766 |
+
"rho20": 0.404,
|
| 1767 |
+
"domains": {
|
| 1768 |
+
"Industrial / control": null,
|
| 1769 |
+
"Cyber-physical & IT": null,
|
| 1770 |
+
"Automotive": null,
|
| 1771 |
+
"Healthcare": null,
|
| 1772 |
+
"General / cross-domain": null
|
| 1773 |
+
},
|
| 1774 |
+
"source": "paper",
|
| 1775 |
+
"full": null
|
| 1776 |
+
},
|
| 1777 |
+
{
|
| 1778 |
+
"name": "TiRex + NR | SBD-D",
|
| 1779 |
+
"type": "fusion",
|
| 1780 |
+
"family": "Hybrid (fusion)",
|
| 1781 |
+
"supervision": "label-free",
|
| 1782 |
+
"reranker": "\u2014",
|
| 1783 |
+
"nr": true,
|
| 1784 |
+
"code": true,
|
| 1785 |
+
"rho0": 0.442,
|
| 1786 |
+
"rho10": 0.425,
|
| 1787 |
+
"rho20": 0.399,
|
| 1788 |
+
"domains": {
|
| 1789 |
+
"Industrial / control": null,
|
| 1790 |
+
"Cyber-physical & IT": null,
|
| 1791 |
+
"Automotive": null,
|
| 1792 |
+
"Healthcare": null,
|
| 1793 |
+
"General / cross-domain": null
|
| 1794 |
+
},
|
| 1795 |
+
"source": "paper",
|
| 1796 |
+
"full": null
|
| 1797 |
+
},
|
| 1798 |
+
{
|
| 1799 |
"name": "Chronos-2 + NR + Purity",
|
| 1800 |
"type": "embedder",
|
| 1801 |
+
"family": "Foundation embedder",
|
| 1802 |
"supervision": "neighbour-labels",
|
| 1803 |
"reranker": "Purity",
|
| 1804 |
"nr": true,
|
|
|
|
| 1806 |
"rho0": 0.432,
|
| 1807 |
"rho10": 0.44,
|
| 1808 |
"rho20": 0.417,
|
| 1809 |
+
"full": null,
|
| 1810 |
"domains": {
|
| 1811 |
"General / cross-domain": 0.3255,
|
| 1812 |
"Industrial / control": 0.325,
|
|
|
|
| 1819 |
{
|
| 1820 |
"name": "TiRex + NR + Purity",
|
| 1821 |
"type": "embedder",
|
| 1822 |
+
"family": "Foundation embedder",
|
| 1823 |
"supervision": "neighbour-labels",
|
| 1824 |
"reranker": "Purity",
|
| 1825 |
"nr": true,
|
|
|
|
| 1827 |
"rho0": 0.426,
|
| 1828 |
"rho10": 0.427,
|
| 1829 |
"rho20": 0.392,
|
| 1830 |
+
"full": null,
|
| 1831 |
"domains": {
|
| 1832 |
"General / cross-domain": 0.344,
|
| 1833 |
"Industrial / control": 0.3225,
|
|
|
|
| 1840 |
{
|
| 1841 |
"name": "DTW-D",
|
| 1842 |
"type": "distance",
|
| 1843 |
+
"family": "Shape distance",
|
| 1844 |
"supervision": "label-free",
|
| 1845 |
"reranker": "\u2014",
|
| 1846 |
"nr": false,
|
|
|
|
| 1848 |
"rho0": 0.422,
|
| 1849 |
"rho10": 0.373,
|
| 1850 |
"rho20": 0.351,
|
| 1851 |
+
"full": null,
|
| 1852 |
"domains": {
|
| 1853 |
"General / cross-domain": 0.469,
|
| 1854 |
"Industrial / control": 0.5328,
|
|
|
|
| 1861 |
{
|
| 1862 |
"name": "SFA-BM25",
|
| 1863 |
"type": "symbolic",
|
| 1864 |
+
"family": "Symbolic (BM25)",
|
| 1865 |
"supervision": "label-free",
|
| 1866 |
"reranker": "\u2014",
|
| 1867 |
"nr": false,
|
|
|
|
| 1869 |
"rho0": 0.409,
|
| 1870 |
"rho10": 0.389,
|
| 1871 |
"rho20": 0.379,
|
| 1872 |
+
"full": null,
|
| 1873 |
"domains": {
|
| 1874 |
"General / cross-domain": 0.241,
|
| 1875 |
"Industrial / control": 0.3427,
|
|
|
|
| 1882 |
{
|
| 1883 |
"name": "TiRex + Purity",
|
| 1884 |
"type": "embedder",
|
| 1885 |
+
"family": "Foundation embedder",
|
| 1886 |
"supervision": "neighbour-labels",
|
| 1887 |
"reranker": "Purity",
|
| 1888 |
"nr": false,
|
|
|
|
| 1890 |
"rho0": 0.394,
|
| 1891 |
"rho10": 0.4,
|
| 1892 |
"rho20": 0.359,
|
| 1893 |
+
"full": null,
|
| 1894 |
"domains": {
|
| 1895 |
"General / cross-domain": 0.329,
|
| 1896 |
"Industrial / control": 0.2823,
|
|
|
|
| 1903 |
{
|
| 1904 |
"name": "CHARM + Purity",
|
| 1905 |
"type": "embedder",
|
| 1906 |
+
"family": "Foundation embedder",
|
| 1907 |
"supervision": "neighbour-labels",
|
| 1908 |
"reranker": "Purity",
|
| 1909 |
"nr": false,
|
|
|
|
| 1911 |
"rho0": 0.386,
|
| 1912 |
"rho10": 0.383,
|
| 1913 |
"rho20": 0.332,
|
| 1914 |
+
"full": null,
|
| 1915 |
"domains": {
|
| 1916 |
"General / cross-domain": 0.3075,
|
| 1917 |
"Industrial / control": 0.3078,
|
|
|
|
| 1924 |
{
|
| 1925 |
"name": "DTW-I + Purity",
|
| 1926 |
"type": "embedder",
|
| 1927 |
+
"family": "Foundation embedder",
|
| 1928 |
"supervision": "neighbour-labels",
|
| 1929 |
"reranker": "Purity",
|
| 1930 |
"nr": false,
|
|
|
|
| 1932 |
"rho0": 0.342,
|
| 1933 |
"rho10": 0.324,
|
| 1934 |
"rho20": 0.286,
|
| 1935 |
+
"full": null,
|
| 1936 |
"domains": {
|
| 1937 |
"General / cross-domain": 0.154,
|
| 1938 |
"Industrial / control": 0.4108,
|
|
|
|
| 1945 |
{
|
| 1946 |
"name": "SBD-D",
|
| 1947 |
"type": "distance",
|
| 1948 |
+
"family": "Shape distance",
|
| 1949 |
"supervision": "label-free",
|
| 1950 |
"reranker": "\u2014",
|
| 1951 |
"nr": false,
|
|
|
|
| 1953 |
"rho0": 0.328,
|
| 1954 |
"rho10": 0.269,
|
| 1955 |
"rho20": 0.243,
|
| 1956 |
+
"full": null,
|
| 1957 |
"domains": {
|
| 1958 |
"General / cross-domain": 0.261,
|
| 1959 |
"Industrial / control": 0.2545,
|
|
|
|
| 1966 |
{
|
| 1967 |
"name": "Majority",
|
| 1968 |
"type": "floor",
|
| 1969 |
+
"family": "Trivial baseline",
|
| 1970 |
"supervision": "label-free",
|
| 1971 |
"reranker": "\u2014",
|
| 1972 |
"nr": false,
|
|
|
|
| 1974 |
"rho0": 0.246,
|
| 1975 |
"rho10": 0.242,
|
| 1976 |
"rho20": 0.167,
|
| 1977 |
+
"full": null,
|
| 1978 |
"domains": {
|
| 1979 |
"General / cross-domain": 0.15,
|
| 1980 |
"Industrial / control": 0.178,
|
|
|
|
| 1987 |
{
|
| 1988 |
"name": "Random",
|
| 1989 |
"type": "floor",
|
| 1990 |
+
"family": "Trivial baseline",
|
| 1991 |
"supervision": "label-free",
|
| 1992 |
"reranker": "\u2014",
|
| 1993 |
"nr": false,
|
|
|
|
| 1995 |
"rho0": 0.189,
|
| 1996 |
"rho10": 0.169,
|
| 1997 |
"rho20": 0.154,
|
| 1998 |
+
"full": null,
|
| 1999 |
"domains": {
|
| 2000 |
"General / cross-domain": 0.0805,
|
| 2001 |
"Industrial / control": 0.1643,
|
index.html
CHANGED
|
@@ -78,6 +78,7 @@
|
|
| 78 |
<div class="tabs">
|
| 79 |
<div class="tab active" data-view="overall">๐
Overall</div>
|
| 80 |
<div class="tab" data-view="domain">๐ By Domain</div>
|
|
|
|
| 81 |
</div>
|
| 82 |
|
| 83 |
<div class="toolbar" id="toolbar">
|
|
|
|
| 78 |
<div class="tabs">
|
| 79 |
<div class="tab active" data-view="overall">๐
Overall</div>
|
| 80 |
<div class="tab" data-view="domain">๐ By Domain</div>
|
| 81 |
+
<div class="tab" data-view="full">๐ Full corpus</div>
|
| 82 |
</div>
|
| 83 |
|
| 84 |
<div class="toolbar" id="toolbar">
|