Mathematical Reasoning on GAO23
56.62Pass@1+CurES-GRPO
Evaluation Results
| Method | Links | ||
|---|---|---|---|
| +CurES-GRPOBase Model=Qwen2.5-Math-7B, Training Method=CurES-GRPO2025.10 | 56.62 | 52.41 | |
| +RPPBase Model=Qwen2.5-Math-7B, Training Method=RPP2025.10 | 55.58 | 50.18 | |
| +Speed-RL-GRPOBase Model=Qwen2.5-Math-7B, Training Method=Speed-RL-GRPO2025.10 | 55.58 | 48.84 | |
| +GVM-RPPBase Model=Qwen2.5-Math-7B, Training Method=GVM-RPP2025.10 | 55.32 | 46.95 | |
| +CurES-RPPBase Model=Qwen2.5-Math-7B, Training Method=CurES-RPP2025.10 | 54.55 | 49.62 | |
| +GVM-GRPOBase Model=Qwen2.5-Math-7B, Training Method=GVM-GRPO2025.10 | 54.03 | 50.64 | |
| +Speed-RL-RPPBase Model=Qwen2.5-Math-7B, Training Method=Speed-RL-RPP2025.10 | 53.77 | 49.56 | |
| +CurES-GRPOBase Model=Qwen2.5-Math-1.5B, Training Method=CurES-GRPO2025.10 | 51.43 | 44.94 | |
| +CurES-RPPBase Model=Qwen2.5-Math-1.5B, Training Method=CurES-RPP2025.10 | 51.43 | 44.14 | |
| +GRPOBase Model=Qwen2.5-Math-7B, Training Method=GRPO2025.10 | 51.43 | 47.59 | |
| Qwen2.5-Math-1.5B + CurES-GRPOBackbone=Qwen2.5-Math-1.5B, Training Method=CurES-GRPO2025.10 | 51.43 | — | |
| Qwen2.5-Math-1.5B + MoPPSBackbone=Qwen2.5-Math-1.5B, Training Method=MoPPS2025.10 | 50.25 | — | |
| +GVM-RPPBase Model=Qwen2.5-Math-1.5B, Training Method=GVM-RPP2025.10 | 49.61 | 42.21 | |
| Qwen2.5-Math-1.5B + DAPOBackbone=Qwen2.5-Math-1.5B, Training Method=DAPO2025.10 | 49.61 | — | |
| +GRPOBase Model=Qwen2.5-Math-1.5B, Training Method=GRPO2025.10 | 48.83 | 41.64 | |
| +GVM-GRPOBase Model=Qwen2.5-Math-1.5B, Training Method=GVM-GRPO2025.10 | 48.83 | 42.82 | |
| +Speed-RL-RPPBase Model=Qwen2.5-Math-1.5B, Training Method=Speed-RL-RPP2025.10 | 48.31 | 41.75 | |
| +Speed-RL-GRPOBase Model=Qwen2.5-Math-1.5B, Training Method=Speed-RL-GRPO2025.10 | 47.14 | 41.34 | |
| Qwen2.5-Math-7BBase Model=Qwen2.5-Math-7B, Training Method=Base2025.10 | 44.68 | 33.48 | |
| +RPPBase Model=Qwen2.5-Math-1.5B, Training Method=RPP2025.10 | 42.08 | 35.86 | |
| Qwen2.5-Math-1.5BBase Model=Qwen2.5-Math-1.5B, Training Method=Base2025.10 | 25.19 | 20 | |
| Qwen2.5-Math-1.5BBackbone=Qwen2.5-Math-1.5B, Training Method=Base2025.10 | 25.19 | — |