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Urdatorn commited on 21 days ago

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0c4147f

1 Parent(s): 24700e8

Rebuild leaderboard with SvelteKit 5

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Files changed (18) hide show

.gitignore +5 -0
NOTICE +6 -0
README.md +18 -7
index.html +0 -241
package-lock.json +1655 -0
package.json +24 -0
src/app.css +169 -0
src/app.html +12 -0
src/lib/components/InfoTip.svelte +43 -0
src/lib/components/LeaderboardTable.svelte +111 -0
src/lib/components/SortHeader.svelte +23 -0
src/lib/data.ts +67 -0
src/routes/+layout.svelte +7 -0
src/routes/+layout.ts +2 -0
src/routes/+page.svelte +69 -0
svelte.config.js +18 -0
tsconfig.json +14 -0
vite.config.ts +6 -0

.gitignore ADDED Viewed

	@@ -0,0 +1,5 @@

+node_modules/
+.svelte-kit/
+build/
+.vite/
+*.log

NOTICE ADDED Viewed

	@@ -0,0 +1,6 @@

+Sphragis Leaderboard
+Copyright 2026 Albin Thörn Cleland
+This product adapts interface patterns from leaderboard-frontend:
+https://github.com/embeddings-benchmark/leaderboard-frontend
+Copyright the leaderboard-frontend contributors, licensed under Apache-2.0.

README.md CHANGED Viewed

@@ -4,9 +4,14 @@ emoji: 🥇
 colorFrom: green
 colorTo: indigo
 sdk: static
 pinned: true
 license: apache-2.0
 short_description: Leaderboard for Ancient Greek author attribution
 tags:
 - leaderboard
 - authorship-attribution
@@ -15,17 +20,23 @@ tags:
 # Sphragis Leaderboard
-A serverless HTML leaderboard for the nine Sphragis Ancient Greek
-authorship-attribution tasks. It runs entirely in the visitor's browser and
-does not require Python, Pyodide, CPU, or GPU Space hardware.
-Scores are embedded in `index.html` and are test macro-F1 percentages. Add one
-row per reproducible model configuration. If validation
 produces statistically or numerically tied candidates, report every tied test
 result (or a range); never select a winner using the test split.
-To test locally, serve the repository over HTTP and open the displayed URL:
 ```bash
-python3 -m http.server 8000
 ```

 colorFrom: green
 colorTo: indigo
 sdk: static
+app_build_command: npm run build
+app_file: build/index.html
 pinned: true
 license: apache-2.0
 short_description: Leaderboard for Ancient Greek author attribution
+fullWidth: true
+datasets:
+- Urdatorn/sphragis
 tags:
 - leaderboard
 - authorship-attribution
 # Sphragis Leaderboard
+A statically generated SvelteKit + TypeScript leaderboard for the nine Sphragis
+Ancient Greek authorship-attribution tasks. The UI uses Svelte 5 runes and runs
+without Python, CPU, or GPU Space hardware.
+Scores are typed in `src/lib/data.ts` and are test macro-F1 percentages. Add
+one row per reproducible model configuration. If validation
 produces statistically or numerically tied candidates, report every tied test
 result (or a range); never select a winner using the test split.
+Install and run locally:
 ```bash
+npm ci
+npm run dev
 ```
+The table interaction and visual architecture adapt patterns from the
+Apache-2.0-licensed
+[`embeddings-benchmark/leaderboard-frontend`](https://github.com/embeddings-benchmark/leaderboard-frontend).
+See `NOTICE` for attribution.

index.html DELETED Viewed

@@ -1,241 +0,0 @@
-<!doctype html>
-<html lang="en">
-  <head>
-    <meta charset="utf-8" />
-    <meta name="viewport" content="width=device-width, initial-scale=1" />
-    <title>Sphragis benchmark leaderboard</title>
-    <meta name="description" content="Leaderboard for the Sphragis Ancient Greek authorship-attribution benchmark." />
-    <style>
-      :root {
-        color-scheme: light dark;
-        --background: #ffffff;
-        --panel: #ffffff;
-        --text: #171717;
-        --muted: #656565;
-        --border: #e5e7eb;
-        --header: #f7f7f8;
-        --input: #ffffff;
-        --focus: #2563eb;
-        --shadow: 0 1px 2px rgb(0 0 0 / 5%);
-      }
-      @media (prefers-color-scheme: dark) {
-        :root {
-          --background: #0b0f19;
-          --panel: #111827;
-          --text: #f3f4f6;
-          --muted: #a1a1aa;
-          --border: #303744;
-          --header: #1b2432;
-          --input: #111827;
-          --focus: #60a5fa;
-          --shadow: none;
-        }
-      }
-      * { box-sizing: border-box; }
-      body {
-        margin: 0;
-        background: var(--background);
-        color: var(--text);
-        font: 15px/1.55 ui-sans-serif, system-ui, -apple-system, BlinkMacSystemFont, "Segoe UI", sans-serif;
-      }
-      main {
-        width: min(100% - 32px, 1440px);
-        margin: 0 auto;
-        padding: 40px 0 64px;
-      }
-      h1 { margin: 0 0 14px; font-size: clamp(1.8rem, 4vw, 2.35rem); line-height: 1.2; }
-      h2 { margin: 34px 0 12px; font-size: 1.2rem; }
-      p { max-width: 880px; margin: 10px 0; }
-      a { color: var(--focus); }
-      code { font-size: 0.92em; }
-      .toolbar {
-        display: flex;
-        align-items: center;
-        justify-content: flex-end;
-        margin: 28px 0 10px;
-      }
-      label {
-        position: absolute;
-        width: 1px;
-        height: 1px;
-        padding: 0;
-        margin: -1px;
-        overflow: hidden;
-        clip: rect(0, 0, 0, 0);
-        white-space: nowrap;
-        border: 0;
-      }
-      input[type="search"] {
-        width: min(100%, 320px);
-        border: 1px solid var(--border);
-        border-radius: 8px;
-        background: var(--input);
-        color: var(--text);
-        padding: 9px 12px;
-        font: inherit;
-        box-shadow: var(--shadow);
-      }
-      input[type="search"]:focus {
-        outline: 2px solid var(--focus);
-        outline-offset: 1px;
-      }
-      .table-wrap {
-        overflow-x: auto;
-        border: 1px solid var(--border);
-        border-radius: 9px;
-        background: var(--panel);
-        box-shadow: var(--shadow);
-      }
-      table { width: 100%; border-collapse: collapse; white-space: nowrap; }
-      th, td { padding: 11px 13px; border-right: 1px solid var(--border); border-bottom: 1px solid var(--border); text-align: left; }
-      th:last-child, td:last-child { border-right: 0; }
-      tbody tr:last-child td { border-bottom: 0; }
-      th { background: var(--header); font-size: 0.86rem; font-weight: 650; }
-      td { font-size: 0.9rem; }
-      tbody tr:hover { background: color-mix(in srgb, var(--focus) 5%, transparent); }
-      .empty { display: none; padding: 18px; color: var(--muted); text-align: center; }
-      .resource-list { margin: 8px 0; padding-left: 22px; }
-    </style>
-  </head>
-  <body>
-    <main>
-      <h1>Sphragis benchmark leaderboard</h1>
-      <p>
-        Author attribution for Ancient Greek prose, sentence-aligned verse, and
-        metrical lines. Every score is <strong>test macro-F1 (%)</strong>. The suffix is the
-        number of sentences—or lines for <code>verse_metre</code>—in each evaluation example.
-      </p>
-      <p>
-        Models are compared on the fixed, provenance-preserving Sphragis splits.
-        Validation selects checkpoints and hyperparameters; test results are reported
-        without using test performance to break validation ties.
-      </p>
-      <div class="toolbar">
-        <label for="table-search">Filter leaderboard</label>
-        <input id="table-search" type="search" placeholder="Filter leaderboard…" autocomplete="off" />
-      </div>
-      <div class="table-wrap">
-        <table id="leaderboard">
-          <thead>
-            <tr>
-              <th>Model</th>
-              <th>Representation / classifier</th>
-              <th>Prose 1</th>
-              <th>Prose 10</th>
-              <th>Prose 100</th>
-              <th>Verse sentence 1</th>
-              <th>Verse sentence 10</th>
-              <th>Verse sentence 100</th>
-              <th>Verse metre 1</th>
-              <th>Verse metre 10</th>
-              <th>Verse metre 100</th>
-              <th>Status</th>
-            </tr>
-          </thead>
-          <tbody>
-            <tr>
-              <td>bowphs/GreBerta</td>
-              <td>Frozen mean-pooled embeddings + MLP</td>
-              <td>83.50</td>
-              <td>96.36</td>
-              <td>97.69</td>
-              <td>74.63</td>
-              <td>80.77</td>
-              <td>92.51–100.00†</td>
-              <td>78.85</td>
-              <td>92.52</td>
-              <td>96.10‡</td>
-              <td>Verse 100 exploratory</td>
-            </tr>
-            <tr>
-              <td>Ericu950/SyllaMoBert-grc-v1</td>
-              <td>Frozen syllable-token embeddings + MLP</td>
-              <td>77.03</td>
-              <td>95.43</td>
-              <td>86.30–94.27§</td>
-              <td>77.93</td>
-              <td>86.27</td>
-              <td>78.46–92.51¶</td>
-              <td>74.41</td>
-              <td>91.06</td>
-              <td>88.44–100.00‖</td>
-              <td>Complete; validation ties reported</td>
-            </tr>
-          </tbody>
-        </table>
-        <div id="empty-message" class="empty">No leaderboard rows match this filter.</div>
-      </div>
-      <h2>Notes</h2>
-      <p>
-        † Four GreBerta heads tied at validation macro-F1 1.0000 for
-        <code>verse_sentence_100</code>. Their test macro-F1 scores were
-        <strong>92.82, 100.00, 100.00, and 92.51</strong>, so the table reports the full
-        <strong>92.51–100.00</strong> range rather than choosing the best test result.
-      </p>
-      <p>
-        ‡ Four GreBerta heads tied at validation macro-F1 1.0000 for
-        <code>verse_metre_100</code>; all four obtained test macro-F1 <strong>96.10</strong>.
-      </p>
-      <p>
-        The variable-chunk GreBerta <code>_100</code> repair experiment is marked exploratory
-        because its design followed inspection of an earlier <code>_100</code> test failure.
-      </p>
-      <p>
-        § Two SyllaMoBert heads tied at repartitioned validation macro-F1 1.0000 for
-        <code>prose_100</code>. Test macro-F1 was <strong>94.27</strong> at learning rate
-        <code>3e-4</code> and <strong>86.30</strong> at <code>1e-3</code>.
-      </p>
-      <p>
-        ¶ Four SyllaMoBert heads tied at both repartitioned and official validation
-        macro-F1 1.0000 for <code>verse_sentence_100</code>. Test macro-F1 was
-        <strong>92.51, 92.51, 78.46, and 92.51</strong> at learning rates
-        <code>3e-5</code>, <code>1e-4</code>, <code>3e-4</code>, and <code>1e-3</code>.
-      </p>
-      <p>
-        ‖ All five SyllaMoBert learning rates tied at repartitioned validation macro-F1
-        1.0000 for <code>verse_metre_100</code>. Their test macro-F1 scores were
-        <strong>100.00, 100.00, 100.00, 88.44, and 96.10</strong>, so the complete range
-        is reported without selecting by test performance.
-      </p>
-      <h2>Benchmark resources</h2>
-      <ul class="resource-list">
-        <li><a href="https://huggingface.co/datasets/Urdatorn/sphragis">Dataset</a></li>
-        <li><a href="https://github.com/Urdatorn/sphragis_models">Model implementations</a></li>
-      </ul>
-    </main>
-    <script>
-      const search = document.querySelector("#table-search");
-      const rows = [...document.querySelectorAll("#leaderboard tbody tr")];
-      const empty = document.querySelector("#empty-message");
-      search.addEventListener("input", () => {
-        const query = search.value.trim().toLocaleLowerCase();
-        let visible = 0;
-        for (const row of rows) {
-          const matches = row.textContent.toLocaleLowerCase().includes(query);
-          row.hidden = !matches;
-          visible += Number(matches);
-        }
-        empty.style.display = visible ? "none" : "block";
-      });
-    </script>
-  </body>
-</html>

package-lock.json ADDED Viewed

	@@ -0,0 +1,1655 @@

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+}

package.json ADDED Viewed

	@@ -0,0 +1,24 @@

+{
+  "name": "sphragis-leaderboard",
+  "private": true,
+  "version": "1.0.0",
+  "type": "module",
+  "scripts": {
+    "dev": "vite dev",
+    "build": "vite build",
+    "preview": "vite preview",
+    "check": "svelte-kit sync && svelte-check --tsconfig ./tsconfig.json"
+  },
+  "devDependencies": {
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+    "@sveltejs/vite-plugin-svelte": "^6.1.0",
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+    "typescript": "^5.9.2",
+    "vite": "^7.1.5"
+  },
+  "engines": {
+    "node": ">=20"
+  }
+}

src/app.css ADDED Viewed

	@@ -0,0 +1,169 @@

+@import url('https://fonts.googleapis.com/css2?family=DM+Mono:wght@400;500&family=Manrope:wght@400;500;600;700&display=swap');
+:root {
+  font-family: 'Manrope', sans-serif;
+  color: #24231f;
+  background: #f7f5ef;
+  font-synthesis: none;
+  --page: #f7f5ef;
+  --surface: #fffef9;
+  --surface-muted: #efede6;
+  --row-alt: #f8f6f0;
+  --text: #24231f;
+  --text-muted: #67645b;
+  --text-subtle: #928e82;
+  --border: #dedbd1;
+  --border-strong: #c6c1b4;
+  --primary: #255c47;
+  --primary-strong: #174532;
+  --primary-soft: #dfece5;
+  --accent: #d86b3c;
+  --shadow-sm: 0 1px 2px rgb(42 39 31 / 5%);
+}
+:root[data-theme='dark'] {
+  color-scheme: dark;
+  --page: #161814;
+  --surface: #1d201b;
+  --surface-muted: #272b24;
+  --row-alt: #22251f;
+  --text: #f2f0e9;
+  --text-muted: #b4b1a7;
+  --text-subtle: #89877f;
+  --border: #383c34;
+  --border-strong: #4b5046;
+  --primary: #7fc4a2;
+  --primary-strong: #a6d9bf;
+  --primary-soft: #253d31;
+  --accent: #ef936d;
+  --shadow-sm: none;
+}
+* { box-sizing: border-box; }
+html { scroll-behavior: smooth; background: var(--page); }
+body { margin: 0; min-width: 320px; background: var(--page); color: var(--text); }
+button, input { font: inherit; }
+a { color: inherit; }
+.topbar {
+  display: flex;
+  align-items: center;
+  justify-content: space-between;
+  min-height: 68px;
+  padding: 0 max(24px, calc((100vw - 1400px) / 2));
+  border-bottom: 1px solid var(--border);
+  background: color-mix(in srgb, var(--page) 92%, transparent);
+}
+.brand { display: inline-flex; align-items: center; gap: 10px; font-weight: 700; text-decoration: none; letter-spacing: -0.02em; }
+.brand-mark { display: grid; place-items: center; width: 30px; height: 30px; border-radius: 50%; background: var(--primary); color: var(--page); font: 500 16px 'DM Mono', monospace; }
+nav { display: flex; align-items: center; gap: 24px; }
+nav a { color: var(--text-muted); font-size: 13px; font-weight: 600; text-decoration: none; }
+nav a:hover { color: var(--text); }
+.theme-toggle { width: 34px; height: 34px; border: 1px solid var(--border); border-radius: 50%; background: var(--surface); color: var(--text); cursor: pointer; }
+main { width: min(100% - 48px, 1400px); margin: 0 auto; }
+.hero { display: grid; grid-template-columns: minmax(0, 1fr) 290px; gap: clamp(48px, 10vw, 150px); align-items: end; padding: 86px 0 76px; }
+.eyebrow { margin: 0 0 14px; color: var(--primary); font: 500 11px 'DM Mono', monospace; letter-spacing: 0.15em; text-transform: uppercase; }
+.hero h1 { max-width: 850px; margin: 0; font-size: clamp(42px, 6vw, 78px); font-weight: 500; letter-spacing: -0.055em; line-height: 0.98; }
+.lede { max-width: 760px; margin: 28px 0 0; color: var(--text-muted); font-size: clamp(16px, 2vw, 19px); line-height: 1.65; }
+.hero-actions { display: flex; flex-wrap: wrap; gap: 12px; margin-top: 32px; }
+.hero-actions a { display: inline-flex; align-items: center; gap: 20px; padding: 12px 17px; border-radius: 6px; font-size: 13px; font-weight: 600; text-decoration: none; }
+.primary-action { background: var(--primary); color: var(--page); }
+.secondary-action { border: 1px solid var(--border-strong); background: var(--surface); }
+.hero-stat { padding: 27px; border: 1px solid var(--border); border-radius: 10px; background: var(--surface); box-shadow: var(--shadow-sm); }
+.stat-number { display: block; color: var(--primary); font: 500 68px/1 'DM Mono', monospace; letter-spacing: -0.08em; }
+.stat-label { display: block; margin-top: 8px; font-weight: 700; }
+.stat-rule { height: 1px; margin: 24px 0; background: var(--border); }
+.stat-detail { color: var(--text-muted); font-size: 12px; line-height: 1.6; }
+.info-grid { display: grid; grid-template-columns: repeat(3, 1fr); border-block: 1px solid var(--border); }
+.info-grid article { position: relative; padding: 34px 38px 36px 0; }
+.info-grid article + article { padding-left: 38px; border-left: 1px solid var(--border); }
+.card-index { color: var(--accent); font: 500 11px 'DM Mono', monospace; }
+.info-grid h2 { margin: 24px 0 9px; font-size: 17px; letter-spacing: -0.02em; }
+.info-grid p { margin: 0; color: var(--text-muted); font-size: 13px; line-height: 1.65; }
+.leaderboard-section { padding: 82px 0 74px; }
+.section-heading { display: flex; align-items: end; justify-content: space-between; gap: 24px; margin-bottom: 26px; }
+.section-heading h2, .methodology h2 { margin: 0; font-size: clamp(27px, 4vw, 40px); font-weight: 500; letter-spacing: -0.045em; }
+.result-count { color: var(--text-subtle); font: 500 11px 'DM Mono', monospace; text-transform: uppercase; }
+.controls { display: flex; align-items: center; justify-content: space-between; gap: 16px; margin-bottom: 13px; }
+.search-field { display: flex; align-items: center; gap: 8px; width: 280px; height: 38px; padding: 0 11px; border: 1px solid var(--border); border-radius: 6px; background: var(--surface); color: var(--text-subtle); }
+.search-field input { min-width: 0; width: 100%; border: 0; outline: 0; background: transparent; color: var(--text); font-size: 13px; }
+.segments { display: flex; gap: 3px; padding: 3px; border: 1px solid var(--border); border-radius: 7px; background: var(--surface-muted); }
+.segments button { padding: 6px 10px; border: 0; border-radius: 4px; background: transparent; color: var(--text-muted); font-size: 11px; font-weight: 600; cursor: pointer; }
+.segments button.active { background: var(--surface); color: var(--text); box-shadow: var(--shadow-sm); }
+.table-scroll { overflow-x: auto; border: 1px solid var(--border); border-radius: 8px; background: var(--surface); box-shadow: var(--shadow-sm); overscroll-behavior-x: contain; }
+table { min-width: 1120px; width: 100%; border-collapse: separate; border-spacing: 0; font-size: 12px; }
+th, td { border-bottom: 1px solid var(--border); white-space: nowrap; text-align: left; }
+thead th { position: sticky; top: 0; z-index: 2; padding: 0; background: var(--surface-muted); color: var(--text-muted); font-weight: 600; }
+.group-row th { border-bottom: 1px solid var(--border-strong); }
+.task-group { padding: 8px 12px; text-align: center; color: var(--text-subtle); font: 500 10px 'DM Mono', monospace; letter-spacing: 0.09em; text-transform: uppercase; }
+tbody th, tbody td { padding: 12px; }
+tbody tr:nth-child(even) :is(th, td) { background: var(--row-alt); }
+tbody tr:hover :is(th, td) { box-shadow: inset 0 0 0 100vmax color-mix(in srgb, var(--primary) 6%, transparent); }
+tbody tr:last-child :is(th, td) { border-bottom: 0; }
+.sticky { position: sticky; z-index: 1; background: var(--surface); }
+thead .sticky { z-index: 4; background: var(--surface-muted); }
+.model-column { left: 0; min-width: 170px; }
+.representation-column { left: 170px; min-width: 285px; max-width: 320px; border-right: 1px solid var(--border-strong); overflow: hidden; text-overflow: ellipsis; }
+.owner { color: var(--text-subtle); font-weight: 400; }
+.score-header { min-width: 100px; }
+.score-cell { text-align: right; font: 500 12px 'DM Mono', monospace; background-image: linear-gradient(90deg, color-mix(in srgb, var(--primary) 12%, transparent) var(--score), transparent var(--score)); }
+.status-column { min-width: 190px; border-left: 1px solid var(--border-strong); }
+.status-cell { border-left: 1px solid var(--border-strong); }
+.status-badge { padding: 4px 7px; border: 1px solid color-mix(in srgb, var(--accent) 35%, var(--border)); border-radius: 4px; background: color-mix(in srgb, var(--accent) 8%, var(--surface)); color: var(--text-muted); font-size: 10px; }
+.empty { padding: 28px; color: var(--text-muted); text-align: center; }
+.sort-button { all: unset; display: inline-flex; align-items: center; justify-content: flex-end; gap: 5px; width: 100%; min-height: 38px; padding: 7px 10px; box-sizing: border-box; cursor: pointer; transition: background 0.12s, color 0.12s; }
+.sort-button.left { justify-content: flex-start; }
+.sort-button:hover { background: var(--primary-soft); color: var(--text); }
+.sort-button:focus-visible { outline: 2px solid var(--primary); outline-offset: -2px; }
+.sort-icon { color: var(--text-subtle); font: 500 10px 'DM Mono', monospace; opacity: 0.45; }
+.sort-icon.active { color: var(--primary); opacity: 1; }
+.tip-wrap { position: relative; display: inline-flex; }
+.info-dot { display: inline-grid; place-items: center; width: 15px; height: 15px; padding: 0; border: 1px solid var(--border-strong); border-radius: 50%; background: var(--surface); color: var(--text-muted); font: 700 9px/1 'Manrope', sans-serif; cursor: help; }
+.tooltip { position: fixed; z-index: 50; top: var(--tip-y); left: var(--tip-x); display: grid; gap: 5px; width: 250px; padding: 11px 12px; border: 1px solid var(--border-strong); border-radius: 6px; background: var(--text); color: var(--page); box-shadow: 0 12px 30px rgb(0 0 0 / 18%); font-size: 11px; font-weight: 400; line-height: 1.45; white-space: normal; transform: translateX(-50%); }
+.tooltip strong { font-size: 11px; }
+.table-caption { display: flex; align-items: center; gap: 6px; margin: 11px 2px 0; color: var(--text-subtle); font-size: 11px; }
+.sr-only { position: absolute; width: 1px; height: 1px; padding: 0; margin: -1px; overflow: hidden; clip: rect(0, 0, 0, 0); white-space: nowrap; border: 0; }
+.methodology { display: grid; grid-template-columns: minmax(250px, 0.8fr) minmax(0, 1.4fr); gap: 80px; padding: 68px 0 88px; border-top: 1px solid var(--border); }
+.notes { border-top: 1px solid var(--border-strong); }
+details { border-bottom: 1px solid var(--border); }
+summary { display: flex; align-items: center; gap: 14px; padding: 18px 2px; font-size: 13px; font-weight: 700; cursor: pointer; list-style: none; }
+summary::-webkit-details-marker { display: none; }
+summary span { color: var(--accent); font: 500 15px 'DM Mono', monospace; }
+details p { margin: 0; padding: 0 2px 20px 30px; color: var(--text-muted); font-size: 13px; line-height: 1.7; }
+code { font-family: 'DM Mono', monospace; font-size: 0.92em; }
+footer { display: flex; justify-content: space-between; gap: 24px; padding: 25px max(24px, calc((100vw - 1400px) / 2)); border-top: 1px solid var(--border); color: var(--text-subtle); font-size: 10px; }
+footer p { margin: 0; }
+@media (max-width: 900px) {
+  .hero { grid-template-columns: 1fr; padding-top: 60px; }
+  .hero-stat { max-width: 360px; }
+  .info-grid { grid-template-columns: 1fr; }
+  .info-grid article, .info-grid article + article { padding: 26px 0; border-left: 0; border-bottom: 1px solid var(--border); }
+  .info-grid article:last-child { border-bottom: 0; }
+  .controls { align-items: stretch; flex-direction: column; }
+  .search-field { width: 100%; }
+  .segments { overflow-x: auto; }
+  .segments button { flex: 0 0 auto; }
+  .methodology { grid-template-columns: 1fr; gap: 36px; }
+}
+@media (max-width: 640px) {
+  main { width: min(100% - 28px, 1400px); }
+  .topbar { padding-inline: 14px; }
+  nav { gap: 12px; }
+  nav a { display: none; }
+  .hero { padding: 48px 0 54px; }
+  .hero h1 { font-size: 44px; }
+  .leaderboard-section { padding-block: 60px; }
+  .sticky, thead .sticky { position: static; }
+  .model-column { min-width: 145px; }
+  .representation-column { min-width: 230px; }
+  footer { flex-direction: column; }
+}

src/app.html ADDED Viewed

	@@ -0,0 +1,12 @@

+<!doctype html>
+<html lang="en">
+  <head>
+    <meta charset="utf-8" />
+    <meta name="viewport" content="width=device-width, initial-scale=1" />
+    <meta name="theme-color" content="#f7f5ef" />
+    %sveltekit.head%
+  </head>
+  <body data-sveltekit-preload-data="hover">
+    <div style="display: contents">%sveltekit.body%</div>
+  </body>
+</html>

src/lib/components/InfoTip.svelte ADDED Viewed

	@@ -0,0 +1,43 @@

+<script lang="ts">
+  interface Props {
+    title: string;
+    text: string;
+  }
+  let { title, text }: Props = $props();
+  let open = $state(false);
+  let button: HTMLButtonElement;
+  let x = $state(0);
+  let y = $state(0);
+  function show(): void {
+    const rect = button.getBoundingClientRect();
+    x = Math.min(Math.max(rect.left + rect.width / 2, 140), window.innerWidth - 140);
+    y = rect.bottom + 9;
+    open = true;
+  }
+</script>
+<span class="tip-wrap" role="presentation" onpointerleave={() => (open = false)}>
+  <button
+    class="info-dot"
+    bind:this={button}
+    type="button"
+    aria-label={`About ${title}`}
+    aria-expanded={open}
+    onclick={(event) => {
+      event.stopPropagation();
+      if (open) open = false;
+      else show();
+    }}
+    onpointerenter={show}
+    onfocus={show}
+    onblur={() => (open = false)}
+  >?</button>
+  {#if open}
+    <span class="tooltip" role="tooltip" style={`--tip-x: ${x}px; --tip-y: ${y}px`}>
+      <strong>{title}</strong>
+      <span>{text}</span>
+    </span>
+  {/if}
+</span>

src/lib/components/LeaderboardTable.svelte ADDED Viewed

	@@ -0,0 +1,111 @@

+<script lang="ts">
+  import { displayScore, numericScore, results, taskColumns, type ResultRow, type TaskKey } from '$lib/data';
+  import InfoTip from './InfoTip.svelte';
+  import SortHeader from './SortHeader.svelte';
+  type SortDirection = 'asc' | 'desc';
+  type Group = 'All tasks' | 'Prose' | 'Verse · sentences' | 'Verse · metre';
+  const groups: Group[] = ['All tasks', 'Prose', 'Verse · sentences', 'Verse · metre'];
+  let query = $state('');
+  let group = $state<Group>('All tasks');
+  let sortField = $state('model');
+  let sortDirection = $state<SortDirection>('asc');
+  let columns = $derived(group === 'All tasks' ? taskColumns : taskColumns.filter((column) => column.group === group));
+  let filteredRows = $derived(
+    results.filter((row) => `${row.model} ${row.representation} ${row.status}`.toLocaleLowerCase().includes(query.trim().toLocaleLowerCase()))
+  );
+  let sortedRows = $derived.by(() => {
+    const direction = sortDirection === 'asc' ? 1 : -1;
+    return [...filteredRows].sort((a, b) => compare(a, b, sortField) * direction);
+  });
+  function compare(a: ResultRow, b: ResultRow, field: string): number {
+    if (field === 'model') return a.model.localeCompare(b.model);
+    if (field === 'representation') return a.representation.localeCompare(b.representation);
+    if (field === 'status') return a.status.localeCompare(b.status);
+    return numericScore(a.scores[field as TaskKey]) - numericScore(b.scores[field as TaskKey]);
+  }
+  function sort(field: string): void {
+    if (sortField === field) sortDirection = sortDirection === 'asc' ? 'desc' : 'asc';
+    else {
+      sortField = field;
+      sortDirection = field === 'model' || field === 'representation' || field === 'status' ? 'asc' : 'desc';
+    }
+  }
+</script>
+<section class="leaderboard-section" aria-labelledby="results-heading">
+  <div class="section-heading">
+    <div>
+      <p class="eyebrow">Benchmark results</p>
+      <h2 id="results-heading">Model comparison</h2>
+    </div>
+    <p class="result-count">{filteredRows.length} {filteredRows.length === 1 ? 'model' : 'models'}</p>
+  </div>
+  <div class="controls">
+    <label class="search-field">
+      <span class="sr-only">Search models</span>
+      <span aria-hidden="true">⌕</span>
+      <input bind:value={query} type="search" placeholder="Search models…" />
+    </label>
+    <div class="segments" aria-label="Task group">
+      {#each groups as item}
+        <button class:active={group === item} type="button" onclick={() => (group = item)}>{item}</button>
+      {/each}
+    </div>
+  </div>
+  <div class="table-scroll">
+    <table>
+      <thead>
+        <tr class="group-row">
+          <th class="sticky model-column" rowspan="2">
+            <SortHeader label="Model" field="model" activeField={sortField} direction={sortDirection} align="left" info="Model repository or identifier." onclick={sort} />
+          </th>
+          <th class="sticky representation-column" rowspan="2">
+            <SortHeader label="Representation / classifier" field="representation" activeField={sortField} direction={sortDirection} align="left" info="The frozen or trained representation and downstream attribution classifier." onclick={sort} />
+          </th>
+          {#each ['Prose', 'Verse · sentences', 'Verse · metre'] as taskGroup}
+            {@const count = columns.filter((column) => column.group === taskGroup).length}
+            {#if count > 0}<th class="task-group" colspan={count}>{taskGroup}</th>{/if}
+          {/each}
+          <th rowspan="2" class="status-column">
+            <SortHeader label="Status" field="status" activeField={sortField} direction={sortDirection} align="left" info="Methodological qualification attached to this model configuration." onclick={sort} />
+          </th>
+        </tr>
+        <tr>
+          {#each columns as column}
+            <th class="score-header">
+              <SortHeader label={column.shortLabel} field={column.key} activeField={sortField} direction={sortDirection} info={column.description} onclick={sort} />
+            </th>
+          {/each}
+        </tr>
+      </thead>
+      <tbody>
+        {#each sortedRows as row}
+          {@const [owner, name] = row.model.split('/')}
+          <tr>
+            <th class="sticky model-column" scope="row">
+              <span class="owner">{owner}/</span><strong>{name}</strong>
+            </th>
+            <td class="sticky representation-column">{row.representation}</td>
+            {#each columns as column}
+              {@const score = row.scores[column.key]}
+              <td class="score-cell" style={`--score: ${numericScore(score)}%`}>
+                {displayScore(score)}
+              </td>
+            {/each}
+            <td class="status-cell"><span class="status-badge">{row.status}</span></td>
+          </tr>
+        {:else}
+          <tr><td class="empty" colspan={columns.length + 3}>No models match your search.</td></tr>
+        {/each}
+      </tbody>
+    </table>
+  </div>
+  <p class="table-caption"><InfoTip title="Scores" text="All values are held-out test macro-F1 percentages. Higher is better. Click any column heading to sort." /> All scores are test macro-F1 (%). Higher is better.</p>
+</section>

src/lib/components/SortHeader.svelte ADDED Viewed

	@@ -0,0 +1,23 @@

+<script lang="ts">
+  import InfoTip from './InfoTip.svelte';
+  interface Props {
+    label: string;
+    field: string;
+    activeField: string;
+    direction: 'asc' | 'desc';
+    align?: 'left' | 'right';
+    info?: string;
+    onclick: (field: string) => void;
+  }
+  let { label, field, activeField, direction, align = 'right', info, onclick }: Props = $props();
+  let active = $derived(activeField === field);
+  let icon = $derived(active ? (direction === 'asc' ? '↑' : '↓') : '↕');
+</script>
+<button class:left={align === 'left'} class="sort-button" type="button" onclick={() => onclick(field)}>
+  <span>{label}</span>
+  {#if info}<InfoTip title={label} text={info} />{/if}
+  <span class:active class="sort-icon" aria-hidden="true">{icon}</span>
+</button>

src/lib/data.ts ADDED Viewed

	@@ -0,0 +1,67 @@

+export type TaskKey =
+  | 'prose1'
+  | 'prose10'
+  | 'prose100'
+  | 'verseSentence1'
+  | 'verseSentence10'
+  | 'verseSentence100'
+  | 'verseMetre1'
+  | 'verseMetre10'
+  | 'verseMetre100';
+export type Score = number | { display: string; sortValue: number; note: 'dagger' | 'double-dagger' };
+export interface ResultRow {
+  model: string;
+  representation: string;
+  status: string;
+  scores: Record<TaskKey, Score>;
+}
+export interface TaskColumn {
+  key: TaskKey;
+  label: string;
+  shortLabel: string;
+  group: 'Prose' | 'Verse · sentences' | 'Verse · metre';
+  unit: string;
+  description: string;
+}
+export const taskColumns: TaskColumn[] = [
+  { key: 'prose1', label: 'Prose · 1 sentence', shortLabel: '1 sent.', group: 'Prose', unit: '1 sentence', description: 'Macro-F1 on single-sentence Ancient Greek prose examples.' },
+  { key: 'prose10', label: 'Prose · 10 sentences', shortLabel: '10 sent.', group: 'Prose', unit: '10 sentences', description: 'Macro-F1 on ten-sentence Ancient Greek prose chunks.' },
+  { key: 'prose100', label: 'Prose · 100 sentences', shortLabel: '100 sent.', group: 'Prose', unit: '100 sentences', description: 'Macro-F1 on one-hundred-sentence Ancient Greek prose chunks.' },
+  { key: 'verseSentence1', label: 'Verse · 1 sentence', shortLabel: '1 sent.', group: 'Verse · sentences', unit: '1 sentence', description: 'Macro-F1 on sentence-aligned Ancient Greek verse examples.' },
+  { key: 'verseSentence10', label: 'Verse · 10 sentences', shortLabel: '10 sent.', group: 'Verse · sentences', unit: '10 sentences', description: 'Macro-F1 on ten-sentence, sentence-aligned verse chunks.' },
+  { key: 'verseSentence100', label: 'Verse · 100 sentences', shortLabel: '100 sent.', group: 'Verse · sentences', unit: '100 sentences', description: 'Macro-F1 on one-hundred-sentence verse chunks. A dagger marks tied validation-selected heads with differing test scores.' },
+  { key: 'verseMetre1', label: 'Metre · 1 line', shortLabel: '1 line', group: 'Verse · metre', unit: '1 metrical line', description: 'Macro-F1 on individual Ancient Greek metrical lines.' },
+  { key: 'verseMetre10', label: 'Metre · 10 lines', shortLabel: '10 lines', group: 'Verse · metre', unit: '10 metrical lines', description: 'Macro-F1 on ten-line metrical chunks.' },
+  { key: 'verseMetre100', label: 'Metre · 100 lines', shortLabel: '100 lines', group: 'Verse · metre', unit: '100 metrical lines', description: 'Macro-F1 on one-hundred-line metrical chunks. A double dagger marks tied validation-selected heads.' }
+];
+export const results: ResultRow[] = [
+  {
+    model: 'bowphs/GreBerta',
+    representation: 'Frozen mean-pooled embeddings + MLP',
+    status: 'Verse 100 exploratory',
+    scores: {
+      prose1: 83.5,
+      prose10: 96.36,
+      prose100: 97.69,
+      verseSentence1: 74.63,
+      verseSentence10: 80.77,
+      verseSentence100: { display: '92.51–100.00†', sortValue: 92.51, note: 'dagger' },
+      verseMetre1: 78.85,
+      verseMetre10: 92.52,
+      verseMetre100: { display: '96.10‡', sortValue: 96.1, note: 'double-dagger' }
+    }
+  }
+];
+export function numericScore(score: Score): number {
+  return typeof score === 'number' ? score : score.sortValue;
+}
+export function displayScore(score: Score): string {
+  return typeof score === 'number' ? score.toFixed(2) : score.display;
+}

src/routes/+layout.svelte ADDED Viewed

	@@ -0,0 +1,7 @@

+<script lang="ts">
+  import '../app.css';
+  let { children } = $props();
+</script>
+{@render children()}

src/routes/+layout.ts ADDED Viewed

	@@ -0,0 +1,2 @@


1	+ export const prerender = true;
2	+ export const ssr = true;

src/routes/+page.svelte ADDED Viewed

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+<script lang="ts">
+  import LeaderboardTable from '$lib/components/LeaderboardTable.svelte';
+  let dark = $state(false);
+  function toggleTheme(): void {
+    dark = !dark;
+    document.documentElement.dataset.theme = dark ? 'dark' : 'light';
+  }
+</script>
+<svelte:head>
+  <title>Sphragis benchmark leaderboard</title>
+  <meta name="description" content="Reproducible Ancient Greek authorship-attribution benchmark results across prose and verse." />
+</svelte:head>
+<header class="topbar">
+  <a class="brand" href="/" aria-label="Sphragis leaderboard home">
+    <span class="brand-mark">Σ</span>
+    <span>Sphragis</span>
+  </a>
+  <nav aria-label="Resources">
+    <a href="https://huggingface.co/datasets/Urdatorn/sphragis">Dataset</a>
+    <a href="https://github.com/Urdatorn/sphragis_models">Models</a>
+    <button class="theme-toggle" type="button" onclick={toggleTheme} aria-label="Toggle color theme">{dark ? '☀' : '☾'}</button>
+  </nav>
+</header>
+<main>
+  <section class="hero">
+    <div class="hero-copy">
+      <p class="eyebrow">Ancient Greek authorship attribution</p>
+      <h1>A clear view of what identifies an author.</h1>
+      <p class="lede">Compare models across fixed, provenance-preserving prose and verse tasks. Every result is selected on validation data and reported once on the untouched test split.</p>
+      <div class="hero-actions">
+        <a class="primary-action" href="#results-heading">Explore results <span>↓</span></a>
+        <a class="secondary-action" href="https://huggingface.co/datasets/Urdatorn/sphragis">View dataset ↗</a>
+      </div>
+    </div>
+    <div class="hero-stat" aria-label="Benchmark scope">
+      <span class="stat-number">9</span>
+      <span class="stat-label">fixed benchmark tasks</span>
+      <div class="stat-rule"></div>
+      <span class="stat-detail">3 prose · 3 sentence-aligned verse · 3 metrical verse</span>
+    </div>
+  </section>
+  <section class="info-grid" aria-label="Benchmark principles">
+    <article><span class="card-index">01</span><h2>One metric</h2><p>Test macro-F1 (%) makes class-balanced attribution performance directly comparable across tasks.</p></article>
+    <article><span class="card-index">02</span><h2>Three scales</h2><p>Measure evidence at 1, 10, and 100 sentences—or metrical lines—without mixing evaluation units.</p></article>
+    <article><span class="card-index">03</span><h2>Test stays untouched</h2><p>Validation selects checkpoints and hyperparameters. Test scores never break validation ties.</p></article>
+  </section>
+  <LeaderboardTable />
+  <section class="methodology">
+    <div><p class="eyebrow">Reading the table</p><h2>Ties and exploratory results</h2></div>
+    <div class="notes">
+      <details open><summary><span>†</span> Verse sentence · 100</summary><p>Four GreBerta heads tied at validation macro-F1 1.0000. Their test scores were <strong>92.82, 100.00, 100.00, and 92.51</strong>, so the table reports the full 92.51–100.00 range rather than choosing the best test result.</p></details>
+      <details><summary><span>‡</span> Verse metre · 100</summary><p>Four GreBerta heads tied at validation macro-F1 1.0000; all four obtained test macro-F1 <strong>96.10</strong>.</p></details>
+      <details><summary><span>◇</span> Exploratory designation</summary><p>The variable-chunk GreBerta <code>_100</code> repair experiment is exploratory because its design followed inspection of an earlier <code>_100</code> test failure.</p></details>
+    </div>
+  </section>
+</main>
+<footer>
+  <p>Sphragis · Ancient Greek authorship attribution</p>
+  <p>Interface patterns adapted from the Apache-2.0 <a href="https://github.com/embeddings-benchmark/leaderboard-frontend">MTEB leaderboard frontend</a>.</p>
+</footer>

svelte.config.js ADDED Viewed

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+import adapter from '@sveltejs/adapter-static';
+/** @type {import('@sveltejs/kit').Config} */
+const config = {
+  compilerOptions: {
+    runes: true
+  },
+  kit: {
+    adapter: adapter({
+      pages: 'build',
+      assets: 'build',
+      fallback: '404.html',
+      strict: true
+    })
+  }
+};
+export default config;

tsconfig.json ADDED Viewed

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+{
+  "extends": "./.svelte-kit/tsconfig.json",
+  "compilerOptions": {
+    "allowJs": true,
+    "checkJs": true,
+    "esModuleInterop": true,
+    "forceConsistentCasingInFileNames": true,
+    "resolveJsonModule": true,
+    "skipLibCheck": true,
+    "sourceMap": true,
+    "strict": true,
+    "moduleResolution": "bundler"
+  }
+}

vite.config.ts ADDED Viewed

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+import { sveltekit } from '@sveltejs/kit/vite';
+import { defineConfig } from 'vite';
+export default defineConfig({
+  plugins: [sveltekit()]
+});