MCJudgeBench: A Benchmark for Constraint-Level Judge Evaluation in Multi-Constraint Instruction Following

MCJudgeBench: A Benchmark for Constraint-Level Judge Evaluation in Multi-Constraint Instruction Following | Signal Canvas | ScienceToStartup

Page Freshness

Signal Canvas proof surface

Canonical route: /signal-canvas/mcjudgebench-a-benchmark-for-constraint-level-judge-evaluation-in-multi-constraint-instruction-following

stale

Proof freshness: stale
Proof status: unverified
Display score: 5/10
Last proof check: 2026-05-06
Score updated: 2026-05-06
Score fresh until: 2026-06-05
References: 0
Source count: 3
Coverage: 50%

This page is showing the last landed evidence receipt and score bundle because the latest proof data is outside the freshness window.

Agent Handoff

Canonical ID mcjudgebench-a-benchmark-for-constraint-level-judge-evaluation-in-multi-constraint-instruction-following | Route /signal-canvas/mcjudgebench-a-benchmark-for-constraint-level-judge-evaluation-in-multi-constraint-instruction-following

REST example

curl https://sciencetostartup.com/api/v1/agent-handoff/signal-canvas/mcjudgebench-a-benchmark-for-constraint-level-judge-evaluation-in-multi-constraint-instruction-following

MCP example

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source_context

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Evidence Receipt

Route status: building

Claims: 0

References: Pending verification

Proof: Verification pending

Freshness state: computing

Source paper: MCJudgeBench: A Benchmark for Constraint-Level Judge Evaluation in Multi-Constraint Instruction Following

PDF: https://arxiv.org/pdf/2605.03858v1

Source count: 3

Coverage: 50%

Last proof check: 2026-05-06T20:26:23.946Z

Signal Canvas receipt window

Watch and verify: MCJudgeBench: A Benchmark for Constraint-Level Judge Evaluation in Multi-Constraint Instruction Following

/buildability/mcjudgebench-a-benchmark-for-constraint-level-judge-evaluation-in-multi-constraint-instruction-following

Watchwatch

Subject: MCJudgeBench: A Benchmark for Constraint-Level Judge Evaluation in Multi-Constraint Instruction Following

Verdict

Watch

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

MCJudgeBench: A Benchmark for Constraint-Level Judge Evaluation in Multi-Constraint Instruction Following

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