Collider-Bench: Benchmarking AI Agents with Particle Physics Analysis Reproduction

Collider-Bench: Benchmarking AI Agents with Particle Physics Analysis Reproduction | Signal Canvas | ScienceToStartup

Page Freshness

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Canonical route: /signal-canvas/collider-bench-benchmarking-ai-agents-with-particle-physics-analysis-reproduction

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Proof freshness: fresh
Proof status: unverified
Display score: 7/10
Last proof check: 2026-05-15
Score updated: 2026-05-15
Score fresh until: 2026-06-14
References: 0
Source count: 0
Coverage: 0%

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 collider-bench-benchmarking-ai-agents-with-particle-physics-analysis-reproduction | Route /signal-canvas/collider-bench-benchmarking-ai-agents-with-particle-physics-analysis-reproduction

REST example

curl https://sciencetostartup.com/api/v1/agent-handoff/signal-canvas/collider-bench-benchmarking-ai-agents-with-particle-physics-analysis-reproduction

MCP example

{
  "tool": "search_signal_canvas",
  "arguments": {
    "mode": "paper",
    "paper_ref": "collider-bench-benchmarking-ai-agents-with-particle-physics-analysis-reproduction",
    "query_text": "Summarize Collider-Bench: Benchmarking AI Agents with Particle Physics Analysis Reproduction"
  }
}

source_context

{
  "surface": "signal_canvas",
  "mode": "paper",
  "query": "Collider-Bench: Benchmarking AI Agents with Particle Physics Analysis Reproduction",
  "normalized_query": "2605.13950",
  "route": "/signal-canvas/collider-bench-benchmarking-ai-agents-with-particle-physics-analysis-reproduction",
  "paper_ref": "collider-bench-benchmarking-ai-agents-with-particle-physics-analysis-reproduction",
  "topic_slug": null,
  "benchmark_ref": null,
  "dataset_ref": null
}

Evidence Receipt

Route status: building

Claims: 0

References: Pending verification

Proof: Verification pending

Freshness state: computing

Source paper: Collider-Bench: Benchmarking AI Agents with Particle Physics Analysis Reproduction

PDF: https://arxiv.org/pdf/2605.13950v1

Repository: https://github.com/dfaroughy/Collider-Bench

Source count: Pending verification

Coverage: 0%

Last proof check: 2026-05-15T20:12:56.418Z

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Ready for execution: Collider-Bench: Benchmarking AI Agents with Particle Physics Analysis Reproduction

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Subject: Collider-Bench: Benchmarking AI Agents with Particle Physics Analysis Reproduction

Verdict

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Collider-Bench: Benchmarking AI Agents with Particle Physics Analysis Reproduction

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