Mathematical Reasoning on Countdown (CD4/CD34 metrics)
49.8CD4 ScoreDAPO
Evaluation results
| Method | Links | |||
|---|---|---|---|---|
| DAPOBackbone=Qwen-3B, Finetuning=true, Runtime=5.6h, Rollouts=877k2026.05 | 49.8 | 73.2 | 61.5 | |
| POPOBackbone=Qwen-3B, Finetuning=true, Runtime=3.2h, Rollouts=205k2026.05 | 48.7 | 72.1 | 60.4 | |
| MoPPSBackbone=Qwen-3B, Finetuning=true, Runtime=3.4h, Rollouts=205k2026.05 | 40.7 | 66.3 | 53.5 | |
| ARPOBackbone=Qwen-3B, Finetuning=true, Runtime=2.9h, Rollouts=205k2026.05 | 39.7 | 64.8 | 52.3 | |
| GRPOBackbone=Qwen-3B, Finetuning=true, Runtime=2.8h, Rollouts=205k2026.05 | 39 | 64.3 | 51.6 | |
| Qwen-3B2026.05 | 0.5 | 2.6 | 1.5 |