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ResearchFormerly WizWand

Mathematical Reasoning on Olympiad Bench (Peak Accuracy)

0.57Peak Accuracy14B-PC
0.411920.452960.4940.53504May 26, 2026
Updated 5mo ago

Evaluation results

MethodLinks
14B-PCModel Scale=14B, RL Algorithm=PC, Rollouts Trained=2,048, Rollouts Sampled=4,0962026.050.57
14B-GRPOModel Scale=14B, RL Algorithm=GRPO, Rollouts Trained=2,048, Rollouts Sampled=2,0482026.050.567
14B-DAPOModel Scale=14B, RL Algorithm=DAPO, Rollouts Trained=2,048, Rollouts Sampled=6,1442026.050.527
8B-DAPOModel Scale=8B, RL Algorithm=DAPO, Rollouts Trained=2,048, Rollouts Sampled=6,1442026.050.525
8B-PCModel Scale=8B, RL Algorithm=PC, Rollouts Trained=2,048, Rollouts Sampled=4,0962026.050.507
4B-PCModel Scale=4B, RL Algorithm=PC, Rollouts Trained=2,048, Rollouts Sampled=4,0962026.050.497
4B-DAPOModel Scale=4B, RL Algorithm=DAPO, Rollouts Trained=2,048, Rollouts Sampled=6,1442026.050.476
4B-GRPOModel Scale=4B, RL Algorithm=GRPO, Rollouts Trained=2,048, Rollouts Sampled=2,0482026.050.47
8B-GRPOModel Scale=8B, RL Algorithm=GRPO, Rollouts Trained=2,048, Rollouts Sampled=2,0482026.050.457
1.5B-DAPOModel Scale=1.5B, RL Algorithm=DAPO, Rollouts Trained=2,048, Rollouts Sampled=6,1442026.050.43
1.5B-PCModel Scale=1.5B, RL Algorithm=PC, Rollouts Trained=2,048, Rollouts Sampled=4,0962026.050.43
1.5B-GRPOModel Scale=1.5B, RL Algorithm=GRPO, Rollouts Trained=2,048, Rollouts Sampled=2,0482026.050.418