gerar444 commited on
Commit
55e38e0
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1 Parent(s): 5ef5aa1

Descriptive type labels; add fusion grid (95 methods); Full-corpus tab

Browse files
Files changed (3) hide show
  1. app.js +53 -10
  2. data.js +860 -65
  3. index.html +1 -0
app.js CHANGED
@@ -17,8 +17,8 @@ const COLUMNS = [
17
  ];
18
 
19
  const FACETS = {
20
- type: [["embedder","๐ŸŸข FM embedder"],["distance","๐Ÿ”ถ Raw distance"],["symbolic","๐Ÿ”ท Symbolic"],
21
- ["fusion","๐ŸŸฃ Fusion+reranker"],["supervised","๐Ÿ”ด Supervised"],["floor","โšช Floor"]],
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 = { "FM embedder":"embedder", "Raw-window distance":"distance",
93
- "Symbolic":"symbolic", "Fusion + reranker":"fusion", "Supervised":"supervised", "Trivial floor":"floor" };
 
 
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").style.display = "";
233
- document.getElementById("legend").style.display = "";
234
- if (dv) dv.style.display = "none";
235
  }
236
  }
237
 
 
17
  ];
18
 
19
  const FACETS = {
20
+ type: [["embedder","๐ŸŸข Foundation embedder"],["distance","๐Ÿ”ถ Shape distance"],["symbolic","๐Ÿ”ท Symbolic (BM25)"],
21
+ ["fusion","๐ŸŸฃ Hybrid (fusion)"],["supervised","๐Ÿ”ด Supervised ceiling"],["floor","โšช 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: "FM embedder" },
5
- "distance": { symbol: "\uD83D\uDD36", label: "Raw-window distance" },
6
  "symbolic": { symbol: "\uD83D\uDD37", label: "Symbolic (BM25)" },
7
- "fusion": { symbol: "\uD83D\uDFE3", label: "Fusion + reranker" },
8
- "supervised": { symbol: "\uD83D\uDD34", label: "Supervised reference" },
9
- "floor": { symbol: "\u26AA", label: "Trivial floor" },
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 = [
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  "rho0": 0.776,
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  "rho10": 0.672,
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  "rho20": 0.658,
 
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  "domains": {
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  "General / cross-domain": 0.694,
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  "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 = [
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  "rho0": 0.711,
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  "rho10": 0.634,
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  "rho20": 0.59,
 
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  "domains": {
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  "General / cross-domain": 0.555,
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  "Industrial / control": 0.7692,
@@ -68,12 +70,13 @@ window.PAPER_ROWS = [
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  "Healthcare": null,
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  "General / cross-domain": null
70
  },
71
- "source": "paper"
 
72
  },
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  {
74
  "name": "MantisV2 + NR + GPC",
75
  "type": "embedder",
76
- "family": "FM embedder",
77
  "supervision": "neighbour-labels",
78
  "reranker": "GPC",
79
  "nr": true,
@@ -81,6 +84,7 @@ window.PAPER_ROWS = [
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  "rho0": 0.645,
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  "rho10": 0.613,
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  "rho20": 0.582,
 
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  "domains": {
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  "General / cross-domain": 0.534,
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  "Industrial / control": 0.664,
@@ -108,12 +112,13 @@ window.PAPER_ROWS = [
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  "Healthcare": null,
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  "General / cross-domain": null
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  },
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- "source": "paper"
 
112
  },
113
  {
114
  "name": "MantisV2 + NR + MajVote",
115
  "type": "embedder",
116
- "family": "FM embedder",
117
  "supervision": "neighbour-labels",
118
  "reranker": "MajVote",
119
  "nr": true,
@@ -121,6 +126,7 @@ window.PAPER_ROWS = [
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  "rho0": 0.616,
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  "rho10": 0.61,
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  "rho20": 0.589,
 
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  "domains": {
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  "General / cross-domain": 0.575,
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  "Industrial / control": 0.6128,
@@ -133,7 +139,7 @@ window.PAPER_ROWS = [
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  {
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  "name": "CHARM + NR + MajVote",
135
  "type": "embedder",
136
- "family": "FM embedder",
137
  "supervision": "neighbour-labels",
138
  "reranker": "MajVote",
139
  "nr": true,
@@ -141,6 +147,7 @@ window.PAPER_ROWS = [
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  "rho0": 0.612,
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  "rho10": 0.614,
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  "rho20": 0.579,
 
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  "domains": {
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  "General / cross-domain": 0.555,
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  "Industrial / control": 0.5645,
@@ -153,7 +160,7 @@ window.PAPER_ROWS = [
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  {
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  "name": "CHARM + NR + GPC",
155
  "type": "embedder",
156
- "family": "FM embedder",
157
  "supervision": "neighbour-labels",
158
  "reranker": "GPC",
159
  "nr": true,
@@ -161,6 +168,7 @@ window.PAPER_ROWS = [
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  "rho0": 0.608,
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  "rho10": 0.608,
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  "rho20": 0.578,
 
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  "domains": {
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  "General / cross-domain": 0.555,
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  "Industrial / control": 0.5637,
@@ -173,7 +181,7 @@ window.PAPER_ROWS = [
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  {
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  "name": "MantisV2 + GPC",
175
  "type": "embedder",
176
- "family": "FM embedder",
177
  "supervision": "neighbour-labels",
178
  "reranker": "GPC",
179
  "nr": false,
@@ -181,6 +189,7 @@ window.PAPER_ROWS = [
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  "rho0": 0.604,
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  "rho10": 0.556,
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  "rho20": 0.532,
 
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  "domains": {
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  "General / cross-domain": 0.5615,
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  "Industrial / control": 0.6338,
@@ -191,9 +200,30 @@ window.PAPER_ROWS = [
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  "source": "paper"
192
  },
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  {
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
194
  "name": "Chronos-2 + NR + GPC",
195
  "type": "embedder",
196
- "family": "FM embedder",
197
  "supervision": "neighbour-labels",
198
  "reranker": "GPC",
199
  "nr": true,
@@ -201,6 +231,7 @@ window.PAPER_ROWS = [
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  "rho0": 0.582,
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  "rho20": 0.563,
 
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  "domains": {
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  "General / cross-domain": 0.511,
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  "Industrial / control": 0.4955,
@@ -211,9 +242,51 @@ window.PAPER_ROWS = [
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  "source": "paper"
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  },
213
  {
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
214
  "name": "DTW-I + GPC",
215
  "type": "embedder",
216
- "family": "FM embedder",
217
  "supervision": "neighbour-labels",
218
  "reranker": "GPC",
219
  "nr": false,
@@ -221,6 +294,7 @@ window.PAPER_ROWS = [
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  "rho0": 0.573,
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  "rho20": 0.464,
 
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  "domains": {
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  "Industrial / control": 0.7455,
@@ -233,7 +307,7 @@ window.PAPER_ROWS = [
233
  {
234
  "name": "MantisV2 + MajVote",
235
  "type": "embedder",
236
- "family": "FM embedder",
237
  "supervision": "neighbour-labels",
238
  "reranker": "MajVote",
239
  "nr": false,
@@ -241,6 +315,7 @@ window.PAPER_ROWS = [
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  "rho0": 0.571,
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  "rho10": 0.548,
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  "rho20": 0.522,
 
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  "domains": {
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  "General / cross-domain": 0.535,
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  "Industrial / control": 0.6292,
@@ -253,7 +328,7 @@ window.PAPER_ROWS = [
253
  {
254
  "name": "TiRex + NR + MajVote",
255
  "type": "embedder",
256
- "family": "FM embedder",
257
  "supervision": "neighbour-labels",
258
  "reranker": "MajVote",
259
  "nr": true,
@@ -261,6 +336,7 @@ window.PAPER_ROWS = [
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  "rho0": 0.568,
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  "rho20": 0.551,
 
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  "domains": {
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  "General / cross-domain": 0.565,
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  "Industrial / control": 0.4832,
@@ -273,7 +349,7 @@ window.PAPER_ROWS = [
273
  {
274
  "name": "MantisV2 + NR + QPurity",
275
  "type": "embedder",
276
- "family": "FM embedder",
277
  "supervision": "neighbour-labels",
278
  "reranker": "QPurity",
279
  "nr": true,
@@ -281,6 +357,7 @@ window.PAPER_ROWS = [
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  "rho0": 0.562,
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  "rho20": 0.538,
 
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  "domains": {
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  "Industrial / control": 0.61,
@@ -291,9 +368,30 @@ window.PAPER_ROWS = [
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  "source": "paper"
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  },
293
  {
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
294
  "name": "CHARM + NR + QPurity",
295
  "type": "embedder",
296
- "family": "FM embedder",
297
  "supervision": "neighbour-labels",
298
  "reranker": "QPurity",
299
  "nr": true,
@@ -301,6 +399,7 @@ window.PAPER_ROWS = [
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@@ -313,7 +412,7 @@ window.PAPER_ROWS = [
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  {
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  "name": "CHARM + GPC",
315
  "type": "embedder",
316
- "family": "FM embedder",
317
  "supervision": "neighbour-labels",
318
  "reranker": "GPC",
319
  "nr": false,
@@ -321,6 +420,7 @@ window.PAPER_ROWS = [
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  "domains": {
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  "Industrial / control": 0.54,
@@ -333,7 +433,7 @@ window.PAPER_ROWS = [
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  {
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  "name": "MantisV2 + NR",
335
  "type": "embedder",
336
- "family": "FM embedder",
337
  "supervision": "label-free",
338
  "reranker": "\u2014",
339
  "nr": true,
@@ -341,6 +441,7 @@ window.PAPER_ROWS = [
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  "Industrial / control": 0.572,
@@ -351,9 +452,72 @@ window.PAPER_ROWS = [
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  "source": "paper"
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353
  {
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
354
  "name": "Chronos-2 + NR + MajVote",
355
  "type": "embedder",
356
- "family": "FM embedder",
357
  "supervision": "neighbour-labels",
358
  "reranker": "MajVote",
359
  "nr": true,
@@ -361,6 +525,7 @@ window.PAPER_ROWS = [
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  "domains": {
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@@ -371,9 +536,51 @@ window.PAPER_ROWS = [
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  "source": "paper"
372
  },
373
  {
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
374
  "name": "TiRex + NR + GPC",
375
  "type": "embedder",
376
- "family": "FM embedder",
377
  "supervision": "neighbour-labels",
378
  "reranker": "GPC",
379
  "nr": true,
@@ -381,6 +588,7 @@ window.PAPER_ROWS = [
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  "domains": {
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@@ -393,7 +601,7 @@ window.PAPER_ROWS = [
393
  {
394
  "name": "CHARM + MajVote",
395
  "type": "embedder",
396
- "family": "FM embedder",
397
  "supervision": "neighbour-labels",
398
  "reranker": "MajVote",
399
  "nr": false,
@@ -401,6 +609,7 @@ window.PAPER_ROWS = [
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  "domains": {
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@@ -411,9 +620,114 @@ window.PAPER_ROWS = [
411
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412
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  {
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
414
  "name": "CHARM + NR + PRF",
415
  "type": "embedder",
416
- "family": "FM embedder",
417
  "supervision": "label-free",
418
  "reranker": "PRF",
419
  "nr": true,
@@ -421,6 +735,7 @@ window.PAPER_ROWS = [
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@@ -433,7 +748,7 @@ window.PAPER_ROWS = [
433
  {
434
  "name": "MantisV2 + QPurity",
435
  "type": "embedder",
436
- "family": "FM embedder",
437
  "supervision": "neighbour-labels",
438
  "reranker": "QPurity",
439
  "nr": false,
@@ -441,6 +756,7 @@ window.PAPER_ROWS = [
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@@ -453,7 +769,7 @@ window.PAPER_ROWS = [
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  {
454
  "name": "TiRex + GPC",
455
  "type": "embedder",
456
- "family": "FM embedder",
457
  "supervision": "neighbour-labels",
458
  "reranker": "GPC",
459
  "nr": false,
@@ -461,6 +777,7 @@ window.PAPER_ROWS = [
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@@ -471,9 +788,30 @@ window.PAPER_ROWS = [
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473
  {
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
474
  "name": "DTW-I + MajVote",
475
  "type": "embedder",
476
- "family": "FM embedder",
477
  "supervision": "neighbour-labels",
478
  "reranker": "MajVote",
479
  "nr": false,
@@ -481,6 +819,7 @@ window.PAPER_ROWS = [
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@@ -491,9 +830,30 @@ window.PAPER_ROWS = [
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493
  {
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
494
  "name": "CHARM + NR",
495
  "type": "embedder",
496
- "family": "FM embedder",
497
  "supervision": "label-free",
498
  "reranker": "\u2014",
499
  "nr": true,
@@ -501,6 +861,7 @@ window.PAPER_ROWS = [
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@@ -511,9 +872,51 @@ window.PAPER_ROWS = [
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513
  {
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
514
  "name": "TiRex + NR + QPurity",
515
  "type": "embedder",
516
- "family": "FM embedder",
517
  "supervision": "neighbour-labels",
518
  "reranker": "QPurity",
519
  "nr": true,
@@ -521,6 +924,7 @@ window.PAPER_ROWS = [
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@@ -533,7 +937,7 @@ window.PAPER_ROWS = [
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  {
534
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535
  "type": "embedder",
536
- "family": "FM embedder",
537
  "supervision": "neighbour-labels",
538
  "reranker": "MajVote",
539
  "nr": false,
@@ -541,6 +945,7 @@ window.PAPER_ROWS = [
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544
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@@ -553,7 +958,7 @@ window.PAPER_ROWS = [
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554
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555
  "type": "embedder",
556
- "family": "FM embedder",
557
  "supervision": "neighbour-labels",
558
  "reranker": "QPurity",
559
  "nr": true,
@@ -561,6 +966,7 @@ window.PAPER_ROWS = [
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@@ -573,7 +979,7 @@ window.PAPER_ROWS = [
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  {
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575
  "type": "embedder",
576
- "family": "FM embedder",
577
  "supervision": "neighbour-labels",
578
  "reranker": "QPurity",
579
  "nr": false,
@@ -581,6 +987,7 @@ window.PAPER_ROWS = [
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@@ -593,7 +1000,7 @@ window.PAPER_ROWS = [
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594
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595
  "type": "embedder",
596
- "family": "FM embedder",
597
  "supervision": "label-free",
598
  "reranker": "PRF",
599
  "nr": true,
@@ -601,6 +1008,7 @@ window.PAPER_ROWS = [
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@@ -611,9 +1019,30 @@ window.PAPER_ROWS = [
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613
  {
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
614
  "name": "MantisV2",
615
  "type": "embedder",
616
- "family": "FM embedder",
617
  "supervision": "label-free",
618
  "reranker": "\u2014",
619
  "nr": false,
@@ -621,6 +1050,7 @@ window.PAPER_ROWS = [
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@@ -631,9 +1061,51 @@ window.PAPER_ROWS = [
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  "source": "paper"
632
  },
633
  {
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
634
  "name": "MantisV2 + PRF",
635
  "type": "embedder",
636
- "family": "FM embedder",
637
  "supervision": "label-free",
638
  "reranker": "PRF",
639
  "nr": false,
@@ -641,6 +1113,7 @@ window.PAPER_ROWS = [
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@@ -653,7 +1126,7 @@ window.PAPER_ROWS = [
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654
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655
  "type": "embedder",
656
- "family": "FM embedder",
657
  "supervision": "neighbour-labels",
658
  "reranker": "QPurity",
659
  "nr": false,
@@ -661,6 +1134,7 @@ window.PAPER_ROWS = [
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664
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@@ -671,9 +1145,114 @@ window.PAPER_ROWS = [
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673
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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 = [
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@@ -693,7 +1273,7 @@ window.PAPER_ROWS = [
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  "name": "MantisV2 + NR + Purity",
695
  "type": "embedder",
696
- "family": "FM embedder",
697
  "supervision": "neighbour-labels",
698
  "reranker": "Purity",
699
  "nr": true,
@@ -701,6 +1281,7 @@ window.PAPER_ROWS = [
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@@ -713,7 +1294,7 @@ window.PAPER_ROWS = [
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714
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715
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716
- "family": "Raw-window distance",
717
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718
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719
  "nr": false,
@@ -721,6 +1302,7 @@ window.PAPER_ROWS = [
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724
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@@ -733,7 +1315,7 @@ window.PAPER_ROWS = [
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734
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735
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736
- "family": "FM embedder",
737
  "supervision": "label-free",
738
  "reranker": "\u2014",
739
  "nr": false,
@@ -741,6 +1323,7 @@ window.PAPER_ROWS = [
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744
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@@ -751,9 +1334,30 @@ window.PAPER_ROWS = [
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753
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754
  "name": "TiRex + QPurity",
755
  "type": "embedder",
756
- "family": "FM embedder",
757
  "supervision": "neighbour-labels",
758
  "reranker": "QPurity",
759
  "nr": false,
@@ -761,6 +1365,7 @@ window.PAPER_ROWS = [
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764
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@@ -771,9 +1376,30 @@ window.PAPER_ROWS = [
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773
  {
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
774
  "name": "TiRex",
775
  "type": "embedder",
776
- "family": "FM embedder",
777
  "supervision": "label-free",
778
  "reranker": "\u2014",
779
  "nr": false,
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784
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@@ -793,7 +1420,7 @@ window.PAPER_ROWS = [
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794
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795
  "type": "distance",
796
- "family": "Raw-window distance",
797
  "supervision": "label-free",
798
  "reranker": "PRF",
799
  "nr": false,
@@ -801,6 +1428,7 @@ window.PAPER_ROWS = [
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804
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@@ -813,7 +1441,7 @@ window.PAPER_ROWS = [
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815
  "type": "embedder",
816
- "family": "FM embedder",
817
  "supervision": "label-free",
818
  "reranker": "\u2014",
819
  "nr": true,
@@ -821,6 +1449,7 @@ window.PAPER_ROWS = [
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824
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@@ -833,7 +1462,7 @@ window.PAPER_ROWS = [
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834
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835
  "type": "distance",
836
- "family": "Raw-window distance",
837
  "supervision": "label-free",
838
  "reranker": "\u2014",
839
  "nr": false,
@@ -841,6 +1470,7 @@ window.PAPER_ROWS = [
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844
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@@ -851,9 +1481,51 @@ window.PAPER_ROWS = [
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852
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853
  {
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
854
  "name": "Chronos-2 + NR",
855
  "type": "embedder",
856
- "family": "FM embedder",
857
  "supervision": "label-free",
858
  "reranker": "\u2014",
859
  "nr": true,
@@ -861,6 +1533,7 @@ window.PAPER_ROWS = [
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864
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@@ -873,7 +1546,7 @@ window.PAPER_ROWS = [
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875
  "type": "embedder",
876
- "family": "FM embedder",
877
  "supervision": "label-free",
878
  "reranker": "\u2014",
879
  "nr": false,
@@ -881,6 +1554,7 @@ window.PAPER_ROWS = [
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884
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@@ -893,7 +1567,7 @@ window.PAPER_ROWS = [
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895
  "type": "embedder",
896
- "family": "FM embedder",
897
  "supervision": "label-free",
898
  "reranker": "PRF",
899
  "nr": false,
@@ -901,6 +1575,7 @@ window.PAPER_ROWS = [
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904
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@@ -913,7 +1588,7 @@ window.PAPER_ROWS = [
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914
  "name": "Chronos-2 + NR + PRF",
915
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916
- "family": "FM embedder",
917
  "supervision": "label-free",
918
  "reranker": "PRF",
919
  "nr": true,
@@ -921,6 +1596,7 @@ window.PAPER_ROWS = [
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924
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@@ -931,9 +1607,30 @@ window.PAPER_ROWS = [
931
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932
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933
  {
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
934
  "name": "CHARM + NR + Purity",
935
  "type": "embedder",
936
- "family": "FM embedder",
937
  "supervision": "neighbour-labels",
938
  "reranker": "Purity",
939
  "nr": true,
@@ -941,6 +1638,7 @@ window.PAPER_ROWS = [
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944
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@@ -953,7 +1651,7 @@ window.PAPER_ROWS = [
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955
  "type": "embedder",
956
- "family": "FM embedder",
957
  "supervision": "label-free",
958
  "reranker": "PRF",
959
  "nr": false,
@@ -961,6 +1659,7 @@ window.PAPER_ROWS = [
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964
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@@ -973,7 +1672,7 @@ window.PAPER_ROWS = [
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974
  "name": "MantisV2 + Purity",
975
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976
- "family": "FM embedder",
977
  "supervision": "neighbour-labels",
978
  "reranker": "Purity",
979
  "nr": false,
@@ -981,6 +1680,7 @@ window.PAPER_ROWS = [
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984
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@@ -993,7 +1693,7 @@ window.PAPER_ROWS = [
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  "type": "embedder",
996
- "family": "FM embedder",
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  "supervision": "label-free",
998
  "reranker": "PRF",
999
  "nr": true,
@@ -1001,6 +1701,7 @@ window.PAPER_ROWS = [
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@@ -1011,9 +1712,93 @@ window.PAPER_ROWS = [
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1012
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1013
  {
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
1014
  "name": "Chronos-2 + NR + Purity",
1015
  "type": "embedder",
1016
- "family": "FM embedder",
1017
  "supervision": "neighbour-labels",
1018
  "reranker": "Purity",
1019
  "nr": true,
@@ -1021,6 +1806,7 @@ window.PAPER_ROWS = [
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1024
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@@ -1033,7 +1819,7 @@ window.PAPER_ROWS = [
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1035
  "type": "embedder",
1036
- "family": "FM embedder",
1037
  "supervision": "neighbour-labels",
1038
  "reranker": "Purity",
1039
  "nr": true,
@@ -1041,6 +1827,7 @@ window.PAPER_ROWS = [
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1044
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@@ -1053,7 +1840,7 @@ window.PAPER_ROWS = [
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1055
  "type": "distance",
1056
- "family": "Raw-window distance",
1057
  "supervision": "label-free",
1058
  "reranker": "\u2014",
1059
  "nr": false,
@@ -1061,6 +1848,7 @@ window.PAPER_ROWS = [
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1064
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@@ -1073,7 +1861,7 @@ window.PAPER_ROWS = [
1073
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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 = [
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1082
  "rho10": 0.389,
1083
  "rho20": 0.379,
 
1084
  "domains": {
1085
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1086
  "Industrial / control": 0.3427,
@@ -1093,7 +1882,7 @@ window.PAPER_ROWS = [
1093
  {
1094
  "name": "TiRex + Purity",
1095
  "type": "embedder",
1096
- "family": "FM embedder",
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": "FM embedder",
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": {
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  "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": "FM embedder",
1137
  "supervision": "neighbour-labels",
1138
  "reranker": "Purity",
1139
  "nr": false,
@@ -1141,6 +1932,7 @@ window.PAPER_ROWS = [
1141
  "rho0": 0.342,
1142
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1143
  "rho20": 0.286,
 
1144
  "domains": {
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  "General / cross-domain": 0.154,
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  "Industrial / control": 0.4108,
@@ -1153,7 +1945,7 @@ window.PAPER_ROWS = [
1153
  {
1154
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1155
  "type": "distance",
1156
- "family": "Raw-window distance",
1157
  "supervision": "label-free",
1158
  "reranker": "\u2014",
1159
  "nr": false,
@@ -1161,6 +1953,7 @@ window.PAPER_ROWS = [
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  "rho0": 0.328,
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  "rho20": 0.243,
 
1164
  "domains": {
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  "Industrial / control": 0.2545,
@@ -1173,7 +1966,7 @@ window.PAPER_ROWS = [
1173
  {
1174
  "name": "Majority",
1175
  "type": "floor",
1176
- "family": "Trivial floor",
1177
  "supervision": "label-free",
1178
  "reranker": "\u2014",
1179
  "nr": false,
@@ -1181,6 +1974,7 @@ window.PAPER_ROWS = [
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@@ -1193,7 +1987,7 @@ window.PAPER_ROWS = [
1193
  {
1194
  "name": "Random",
1195
  "type": "floor",
1196
- "family": "Trivial floor",
1197
  "supervision": "label-free",
1198
  "reranker": "\u2014",
1199
  "nr": false,
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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 = {
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+ "embedder": { symbol: "\uD83D\uDFE2", label: "Foundation embedder" },
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+ "distance": { symbol: "\uD83D\uDD36", label: "Shape distance" },
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  "symbolic": { symbol: "\uD83D\uDD37", label: "Symbolic (BM25)" },
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+ "fusion": { symbol: "\uD83D\uDFE3", label: "Hybrid (fusion)" },
8
+ "supervised": { symbol: "\uD83D\uDD34", label: "Supervised ceiling" },
9
+ "floor": { symbol: "\u26AA", label: "Trivial baseline" },
10
  };
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  window.PAPER_ROWS = [
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  {
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  "name": "MR-Hydra",
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  "type": "supervised",
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  "nr": false,
 
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  "name": "RDST",
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  "reranker": "\u2014",
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  "nr": false,
 
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  {
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  "name": "CHARM + NR + GPC",
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+ "family": "Foundation embedder",
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  "source": "paper"
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+ "name": "MantisV2 + NR | DTW-I",
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+ "family": "Foundation embedder",
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+ "family": "Foundation embedder",
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  "name": "MantisV2 + MajVote",
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+ "family": "Foundation embedder",
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312
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329
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330
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331
+ "family": "Foundation embedder",
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333
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+ "family": "Foundation embedder",
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+ "family": "Foundation embedder",
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  "name": "CHARM + GPC",
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  "type": "embedder",
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+ "family": "Foundation embedder",
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  "reranker": "GPC",
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  {
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  "name": "MantisV2 + NR",
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  "type": "embedder",
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+ "family": "Foundation embedder",
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  "nr": true,
 
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  "source": "paper"
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  "name": "Chronos-2 + NR + MajVote",
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536
  "source": "paper"
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601
  {
602
  "name": "CHARM + MajVote",
603
  "type": "embedder",
604
+ "family": "Foundation embedder",
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609
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620
  "source": "paper"
621
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623
+ "name": "Chronos-2 + NR | SAX-BM25",
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