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MatFlowBench Computational Pass@2

Science · 2026-10-09

Share of the 25 computational MatFlowBench tasks that a model passes in at least one of its two rollouts.

Top models (higher is better)

ModelScore
GPT-6 Astra72.0
Claude Opus 5.568.0
Claude Sonnet 5.568.0
GPT-6.1 Sol68.0
Kimi K328.0
Grok 4.724.0
Hy4 Preview20.0
Muse Spark 1.312.0
Gemini 3.8 Flash4.0
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