ChemRxn-Bench Judge - Direct Reaction Recall Strict: leaderboard

AppendixTable7 secondary judge: atom-level validity/semantic conditions separate from main rule-based exact-molecule scoring. RP judge precision,RR rule recall,RF1 per-figure judge macroF1; parentheses stereochemistry-blind. Weighted Overall judge composite. Same603figure manifest and zero-credit failure policy; source method-specific results.

Metric: Rule reaction recall (%). Source: arxiv.org. Saturation forecast: Around March 2027. 8 models tracked.

Top models

#ModelScoreOverall rank
1Claude Opus 568.66#16
2Kimi K352.51#35
3GPT-5.6 Sol51.29#22
4Seed 2.1 Pro48.13#73
5GLM-5.3 Flash46.47#77
6Gemini 3.1 Pro (Preview)43.87#64
7Qwen3.8-Flash-Next36.27#76
8DeepSeek V4.1 Flash24.07#37

No result here: #3 Claude Opus 5.5, #6 GPT-6 Astra, #7 GPT-6.1 Sol.

Interactive version: theaggregate.ai/benchmark?slug=chemrxn-bench-judge-direct-reaction-recall-strict · How It Works · Data refreshed daily, snapshot 2026-11-05.