Mathematical Reasoning on AMC23 (avg@8)
87.5Avg@8 ScoreGRPO w/ Structure Reward
Evaluation results
| Method | Links | |
|---|---|---|
| GRPO w/ Structure RewardRL Category=Label-free RL, Algorithm=GRPO, Reward Method=Structure Reward2026.03 | 87.5 | |
| PPO w/ Ground-TruthRL Category=Ground-Truth RL (Oracle), Algorithm=PPO, Reward Method=Ground-Truth2026.03 | 86.56 | |
| GRPO w/ Entropy Minimization (EMPO)RL Category=Label-free RL, Algorithm=GRPO, Reward Method=Entropy Minimization (EMPO)2026.03 | 86.56 | |
| GRPO w/ Majority Voting (TTRL)RL Category=Label-free RL, Algorithm=GRPO, Reward Method=Majority Voting (TTRL)2026.03 | 86.56 | |
| PPO w/ Structure RewardRL Category=Label-free RL, Algorithm=PPO, Reward Method=Structure Reward2026.03 | 85 | |
| GRPO w/ Ground-TruthRL Category=Ground-Truth RL (Oracle), Algorithm=GRPO, Reward Method=Ground-Truth2026.03 | 84.38 | |
| Base2026.03 | 82.81 |