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Mathematical Reasoning on HMMT (Pass Rate %)

15.6Pass RateSRPO
-0.6243.5887.812.012May 25, 2026

Evaluation results

MethodLinks
SRPOModel=OLMo-3-7B-Instruct2026.0515.6
SPO-TreeModel=OLMo-3-7B-Instruct2026.0512.2
GRPOModel=OLMo-3-7B-Instruct2026.0511.1
BaseModel=OLMo-3-7B-Instruct2026.0510
Cr-GRPOModel=OLMo-3-7B-Instruct2026.0510
RRPOModel=OLMo-3-7B-Instruct2026.0510
Cr-GRPOModel=Qwen2.5-14B-Instruct2026.057.8
RRPOModel=Qwen2.5-14B-Instruct2026.057.8
BaseModel=Qwen2.5-14B-Instruct2026.056.7
SRPOModel=Qwen2.5-14B-Instruct2026.056.7
GRPOModel=Qwen2.5-14B-Instruct2026.055.6
SCoReModel=Qwen2.5-14B-Instruct2026.055.6
SPO-TreeModel=Qwen2.5-14B-Instruct2026.054.4
SCoReModel=OLMo-3-7B-Instruct2026.050