Mathematical Reasoning on Math Domain In-Domain
91MATH500DFPO
Evaluation results
| Method | Links | ||||||
|---|---|---|---|---|---|---|---|
| DFPOtraining_domain=Math Domain2026.02 | 91 | 55 | 31.99 | 85.83 | 65.96 | 39.34 | |
| Dr. GRPOtraining_domain=Math Domain2026.02 | 90.8 | 46.67 | 30.88 | 88.33 | 64.17 | 38.23 | |
| Reinforce++training_domain=Math Domain2026.02 | 90.2 | 50 | 30.88 | 84.17 | 63.81 | 38.1 | |
| FlowRLtraining_domain=Math Domain2026.02 | 90.2 | 55 | 29.41 | 86.67 | 65.32 | 38.78 | |
| lambda-GRPOtraining_domain=Math Domain2026.02 | 90 | 50 | 31.62 | 80 | 62.91 | 37.51 | |
| Robust Bellmantraining_domain=Math Domain2026.02 | 89.4 | 36.67 | 31.99 | 84.17 | 60.56 | 35.98 | |
| GRPOtraining_domain=Math Domain2026.02 | 89.2 | 35 | 28.68 | 84.17 | 59.26 | 35.39 | |
| Basetraining_domain=Math Domain2026.02 | 88.4 | 50 | 31.25 | 80.83 | 62.62 | 37.18 | |
| BAPOtraining_domain=Math Domain2026.02 | 87 | 38.33 | 30.51 | 75 | 57.71 | 34.48 | |
| PPOtraining_domain=Math Domain2026.02 | 86.4 | 36.67 | 30.51 | 80 | 58.4 | 34.8 | |
| KTAEtraining_domain=Math Domain2026.02 | 86 | 38.33 | 29.41 | 78.33 | 58.02 | 34.62 |