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Mathematical Reasoning Verification on D1-D5 (test)

81.8AccuracyVerify-RL
56.00862.70469.476.096Feb 7, 2026

Evaluation results

MethodLinks
Verify-RLModel=Qwen3-0.6B, RL Algorithm=GRPO, Training State=Trained2026.0281.816.625—
Verify-RLModel=Qwen3-3B, RL Algorithm=GRPO, Training State=Trained2026.0281.810.214—
Verify-RLModel=DS-R1-1.5B, RL Algorithm=GRPO, Training State=Trained2026.028018.229—
Verify-RLModel=Qwen3-1.5B, RL Algorithm=GRPO, Training State=Trained2026.0279.622.640—
Qwen3-3B (Base)Model=Qwen3-3B, Training State=Base (Pre-trained)2026.0271.6———
Qwen3-0.6B (Base)Model=Qwen3-0.6B, Training State=Base (Pre-trained)2026.0265.2———
DS-R1-1.5B (Base)Model=DS-R1-1.5B, Training State=Base (Pre-trained)2026.0261.8———
Qwen3-1.5B (Base)Model=Qwen3-1.5B, Training State=Base (Pre-trained)2026.0257———