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ResearchFormerly WizWand

Mathematical Problem Solving on Math500 (pass@8)

81.6Pass@8VI-CuRL
0.06421.23242.463.568Feb 13, 2026
Updated 8mo ago

Evaluation results

MethodLinks
VI-CuRLModel=Qwen2.5-Math-7B, Verifier Setting=Majority Vote (w/o. Verifier)2026.0281.6
No CurriculumModel=Qwen2.5-Math-7B, Verifier Setting=Majority Vote (w/o. Verifier)2026.0281.4
VI-CuRLModel=Qwen2.5-Math-7B, Verifier Setting=Entropy (w/o. Verifier)2026.0280.6
No CurriculumModel=Qwen2.5-Math-7B, Verifier Setting=Entropy (w/o. Verifier)2026.0274.6
Base (No RL)Model=Qwen2.5-Math-7B, Verifier Setting=None2026.0266.6
VI-CuRLModel=Llama3.2-3B-Instruct, Verifier Setting=Majority Vote (w/o. Verifier)2026.0254.2
No CurriculumModel=Llama3.2-3B-Instruct, Verifier Setting=Majority Vote (w/o. Verifier)2026.0250.6
VI-CuRLModel=Llama3.2-3B-Instruct, Verifier Setting=Entropy (w/o. Verifier)2026.0250.2
Base (No RL)Model=Llama3.2-3B-Instruct, Verifier Setting=None2026.0240.8
No CurriculumModel=Llama3.2-3B-Instruct, Verifier Setting=Entropy (w/o. Verifier)2026.023.2