CoEval: Ranking Language Models for Custom Tasks Without Labeled Data or Trustworthy Benchmarks

CoEval: Ranking Language Models for Custom Tasks Without Labeled Data or Trustworthy Benchmarks | Signal Canvas | ScienceToStartup

Page Freshness

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Canonical route: /signal-canvas/coeval-ranking-language-models-for-custom-tasks-without-labeled-data-or-trustworthy-benchmarks

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Proof freshness: fresh
Proof status: unverified
Display score: 8/10
Last proof check: 2026-06-03
Score updated: 2026-06-03
Score fresh until: 2026-07-03
References: 0
Source count: 3
Coverage: 50%

Page-specific freshness sourced from this paper's evidence receipt and score bundle.

Agent Handoff

Canonical ID coeval-ranking-language-models-for-custom-tasks-without-labeled-data-or-trustworthy-benchmarks | Route /signal-canvas/coeval-ranking-language-models-for-custom-tasks-without-labeled-data-or-trustworthy-benchmarks

REST example

curl https://sciencetostartup.com/api/v1/agent-handoff/signal-canvas/coeval-ranking-language-models-for-custom-tasks-without-labeled-data-or-trustworthy-benchmarks

MCP example

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    "query_text": "Summarize CoEval: Ranking Language Models for Custom Tasks Without Labeled Data or Trustworthy Benchmarks"
  }
}

source_context

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Evidence Receipt

Route status: building

Claims: 1

References: Pending verification

Proof: Verification pending

Freshness state: computing

Source paper: CoEval: Ranking Language Models for Custom Tasks Without Labeled Data or Trustworthy Benchmarks

PDF: https://arxiv.org/pdf/2606.03650v1

Source count: 3

Coverage: 50%

Last proof check: 2026-06-03T20:40:48.363Z

Signal Canvas receipt window

Watch and verify: CoEval: Ranking Language Models for Custom Tasks Without Labeled Data or Trustworthy Benchmarks

/buildability/coeval-ranking-language-models-for-custom-tasks-without-labeled-data-or-trustworthy-benchmarks

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Subject: CoEval: Ranking Language Models for Custom Tasks Without Labeled Data or Trustworthy Benchmarks

Verdict

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Verdict is Watch because viability or proof quality is intermediate and should be re-evaluated before execution.

CoEval: Ranking Language Models for Custom Tasks Without Labeled Data or Trustworthy Benchmarks

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