Math Verify Score bug fixed in LM Evaluation Harness; pre-2026 paper scores may need reruns

RylanSchaeffer · x · 2026-10-15

Part 8/8 of Schaeffer's thread: the team found and fixed how Math Verify Score was computed in the LM Evaluation Harness.

The author warns that any paper reporting scores before January 2026 should probably have their numbers rerun — a notable caveat for the open-source eval ecosystem.

Related event: NeurIPS Rejects Study Showing Single Contamination Breaks Evaluation Floor(4 posts)→

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