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Reasoning Correctness Evaluation on MATH

0Average FPRMaster-RM 7B
-3.50820.17143.8567.529Jul 11, 2025

Evaluation results

MethodLinks
Master-RM 7BResponse=Average | Worst2025.070—0
Master-RM 32BResponse=Average | Worst2025.070—0
Multi-sub RMResponse=Average | Worst2025.070.1—0.3
GPT-o1Response=Average | Worst2025.076.3—15.2
General-VerifierResponse=Average | Worst2025.0713.8—66.8
GPT-4oResponse=Average | Worst2025.0717.5—42.6
Qwen2.5-7BResponse=Average | Worst2025.0722.1—31
Omni-JudgeResponse=Average | Worst2025.0723.4—49.4
Claude-3.5Response=Average | Worst2025.0725.6—57.7
Qwen2.5-72BResponse=Average | Worst2025.0778.7—88.6
LLaMA3-8BResponse=Average | Worst2025.0785.6—91.2
LLaMA3-70BResponse=Average | Worst2025.0787.7—92.4