Mathematical Reasoning on AMC 2023 (pass@1 metrics)
86.3Pass@1 Success Rate (Last)SDPG-URKL
Evaluation results
| Method | Links | ||
|---|---|---|---|
| SDPG-URKLBackbone=Qwen3-4B, Sampling Strategy=mean@32, Training Steps=4002026.06 | 86.3 | 86.3 | |
| SDPG-UFKLBackbone=Qwen3-4B, Sampling Strategy=mean@32, Training Steps=4002026.06 | 85.8 | 87 | |
| RLSDBackbone=Qwen3-4B, Sampling Strategy=mean@32, Training Steps=4002026.06 | 81.3 | 81.3 | |
| GRPOBackbone=Qwen3-4B, Sampling Strategy=mean@32, Training Steps=4002026.06 | 71.4 | 73.9 |