ReactBench: A Benchmark for Topological Reasoning in MLLMs on Chemical Reaction Diagrams
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Page Freshness
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Canonical route: /signal-canvas/reactbench-a-benchmark-for-topological-reasoning-in-mllms-on-chemical-reaction-diagrams
- Proof freshness
- stale
- Proof status
- unverified
- Display score
- 7/10
- Last proof check
- 2026-04-20
- Score updated
- 2026-04-20
- Score fresh until
- 2026-05-20
- References
- 0
- Source count
- 4
- 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
ReactBench: A Benchmark for Topological Reasoning in MLLMs on Chemical Reaction Diagrams
Canonical ID reactbench-a-benchmark-for-topological-reasoning-in-mllms-on-chemical-reaction-diagrams | Route /signal-canvas/reactbench-a-benchmark-for-topological-reasoning-in-mllms-on-chemical-reaction-diagrams
REST example
curl https://sciencetostartup.com/api/v1/agent-handoff/signal-canvas/reactbench-a-benchmark-for-topological-reasoning-in-mllms-on-chemical-reaction-diagramsMCP example
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Route status: buildingClaims: 0
References: Pending verification
Proof: Verification pending
Freshness state: computing
Source paper: ReactBench: A Benchmark for Topological Reasoning in MLLMs on Chemical Reaction Diagrams
PDF: https://arxiv.org/pdf/2604.15994v1
Repository: https://github.com/goodfeli/dlbook_notation
Source count: 4
Coverage: 50%
Last proof check: 2026-04-20T20:23:35.165Z
Signal Canvas receipt window
Ready for execution: ReactBench: A Benchmark for Topological Reasoning in MLLMs on Chemical Reaction Diagrams
/buildability/reactbench-a-benchmark-for-topological-reasoning-in-mllms-on-chemical-reaction-diagrams
Subject: ReactBench: A Benchmark for Topological Reasoning in MLLMs on Chemical Reaction Diagrams
Verdict
Build Now
Verdict is Build Now because viability and implementation proof cleared the Wave 1 scaffold thresholds.
Time to first demo
Insufficient data
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Structured compute envelope
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No data, compute, hardware, memory, latency, dependency, or serving requirement receipt is attached.
Evidence ids
Receipt path
/buildability/reactbench-a-benchmark-for-topological-reasoning-in-mllms-on-chemical-reaction-diagrams
Paper ref
reactbench-a-benchmark-for-topological-reasoning-in-mllms-on-chemical-reaction-diagrams
arXiv id
2604.15994
Freshness
Generated at
2026-04-20T20:23:35.165Z
Evidence freshness
stale
Last verification
2026-04-20T20:23:35.165Z
Sources
4
References
0
Coverage
50%
Hash state
Lineage hash
68e4cf31721ba719f6972a481ee2c5d698e8133949b3bd795b95c96acce3f33f
Canonical opportunity-kernel lineage hash.
Signature state
External signature
unsigned_external
No founder, registry, pilot, or production-adoption signature is attached to this receipt.
Verification
not_verified
Verification is blocked until an external signature is provided.
Blockers
- Missing: references
- Missing: proof_status
- Missing: paper_extraction_scorecards
- Unknown: proof verification has not been recorded yet
Pending verification refs / 4 sources / Verification pending
references
proof_status
Paper Conversation
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ReactBench: A Benchmark for Topological Reasoning in MLLMs on Chemical Reaction Diagrams
Canonical Paper Receipt
Last verification: 2026-04-20T20:23:35.165ZFreshness: stale
Proof: unverified
Repo: active
References: 0
Sources: 4
Coverage: 50%
- - references
- - proof_status
- - paper_extraction_scorecards
- - proof verification has not been recorded yet
Preparing verified analysis
Dimensions overall score 7.0
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