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Mathematical Reasoning on Brumo (pass@1)

81.9Pass@1 AccuracyUntrained
45.70855.10464.573.896May 14, 2026

Evaluation results

MethodLinks
UntrainedBase Model=Qwen3-4B-Thinking-25072026.0581.9
EvoEnvBase Model=Qwen3-4B-Thinking-25072026.0581.9
R-ZeroBase Model=Qwen3-4B-Thinking-25072026.0579.6
EvoEnvBase Model=Nemotron-Cascade-8B2026.0578.8
RLVEBase Model=Qwen3-4B-Thinking-25072026.0575.8
RLVEBase Model=Nemotron-Cascade-8B2026.0574.2
UntrainedBase Model=Nemotron-Cascade-8B2026.0573.8
R-ZeroBase Model=Nemotron-Cascade-8B2026.0573.3
DAPOBase Model=Qwen3-4B-Thinking-25072026.0568.3
DAPOBase Model=Nemotron-Cascade-8B2026.0565.8
EvoEnvBase Model=Qwen3-4B-Instruct-25072026.0561.2
RLVEBase Model=Qwen3-4B-Instruct-25072026.0557.9
UntrainedBase Model=Qwen3-4B-Instruct-25072026.0556.5
R-ZeroBase Model=Qwen3-4B-Instruct-25072026.0555.2
DAPOBase Model=Qwen3-4B-Instruct-25072026.0547.1