{
  "schema_version": 1,
  "title": "Repro: BlitzRank: Principled Zero-shot Ranking Agents with Tournament Graphs",
  "emoji": "🎯",
  "space_id": "ParetoOptimal/repro-blitzrank",
  "paper": {
    "arxiv_id": "2602.05448",
    "openreview_id": "dc9si7lBTY"
  },
  "tags": [
    "icml2026-repro",
    "paper-dc9si7lBTY"
  ],
  "updated_at": "2026-07-17T01:09:24+00:00",
  "root": {
    "slug": "index",
    "title": "Repro: BlitzRank: Principled Zero-shot Ranking Agents with Tournament Graphs",
    "file": "pages/index.md",
    "children": [
      {
        "slug": "paper-approach",
        "title": "Paper & approach",
        "file": "pages/paper-approach/page.md",
        "children": []
      },
      {
        "slug": "claim-3-tournament-graph-framework",
        "title": "Claim 3 (official): Tournament-graph framework — certifiable ranks & query schedules",
        "file": "pages/claim-3-tournament-graph-framework/page.md",
        "children": []
      },
      {
        "slug": "oracle-smoke-cost-matrix",
        "title": "Oracle smoke + cost matrix",
        "file": "pages/oracle-smoke-cost-matrix/page.md",
        "children": []
      },
      {
        "slug": "benchmarks-scaled-run-plan",
        "title": "Benchmarks & scaled-run plan",
        "file": "pages/benchmarks-scaled-run-plan/page.md",
        "children": []
      },
      {
        "slug": "scaled-runs-qwen3-235b-oracle",
        "title": "Scaled runs: Qwen3-235B oracle",
        "file": "pages/scaled-runs-qwen3-235b-oracle/page.md",
        "children": []
      },
      {
        "slug": "scaled-runs-deepseek-v3-2-oracle",
        "title": "Scaled runs: DeepSeek-V3.2 oracle",
        "file": "pages/scaled-runs-deepseek-v3-2-oracle/page.md",
        "children": []
      },
      {
        "slug": "claim-1-official-pareto-dominance-accuracy-vs-tokens",
        "title": "Claim 1 (official): Pareto dominance — accuracy vs tokens",
        "file": "pages/claim-1-official-pareto-dominance-accuracy-vs-tokens/page.md",
        "children": []
      },
      {
        "slug": "claim-2-official-7x-fewer-tokens-than-pairwise",
        "title": "Claim 2 (official): ~7x fewer tokens than pairwise",
        "file": "pages/claim-2-official-7x-fewer-tokens-than-pairwise/page.md",
        "children": []
      },
      {
        "slug": "conclusion",
        "title": "Conclusion",
        "file": "pages/conclusion/page.md",
        "children": []
      }
    ]
  },
  "agent_view_tokens": 16892,
  "revision": "1784250564293114024"
}