Mathematical Reasoning on Mathematics In-Distribution (AIME25, AMC23, Minerva, MATH500, Olymp.)
39.7AIME25 AccuracyDAPO
Evaluation results
| Method | Links | ||||||
|---|---|---|---|---|---|---|---|
| DAPOBackbone=DSR-7B, Finetuning=true, Runtime=55h2026.05 | 39.7 | 89.1 | 37.9 | 92.2 | 57.1 | 63.2 | |
| POPOBackbone=DSR-7B, Finetuning=true, Runtime=34h2026.05 | 39.4 | 88.9 | 38 | 92.6 | 57.7 | 63.3 | |
| ARPOBackbone=DSR-7B, Finetuning=true, Runtime=31h2026.05 | 36.4 | 87.5 | 38.6 | 91.4 | 57.1 | 62.2 | |
| GRPOBackbone=DSR-7B, Finetuning=true, Runtime=31h2026.05 | 35.2 | 87.7 | 38.1 | 92.4 | 54.9 | 61.7 | |
| MoPPSBackbone=DSR-7B, Finetuning=true, Runtime=32h2026.05 | 33.3 | 88 | 39.2 | 92.2 | 56.8 | 61.9 | |
| DSR-7BBackbone=DSR-7B, Finetuning=false2026.05 | 30.2 | 76.5 | 35.8 | 87.2 | 47.5 | 55.4 | |
| POPOBackbone=DSR-1.5B, Finetuning=true, Runtime=16h2026.05 | 29.9 | 77.9 | 29.9 | 86.2 | 51.5 | 55.1 | |
| MoPPSBackbone=DSR-1.5B, Finetuning=true, Runtime=17h2026.05 | 28.4 | 77.7 | 29.9 | 85.2 | 50.1 | 54.3 | |
| REPOBackbone=DSR-1.5B, Finetuning=true, Runtime=19h2026.05 | 28.3 | 77.5 | 30.3 | 86.4 | 50.9 | 54.6 | |
| ARPOBackbone=DSR-1.5B, Finetuning=true, Runtime=16h2026.05 | 27.7 | 76.7 | 28.8 | 86.2 | 48.1 | 53.3 | |
| DAPOBackbone=DSR-1.5B, Finetuning=true, Runtime=30h2026.05 | 27.5 | 79.2 | 30.4 | 87.2 | 51 | 55.1 | |
| ReMixBackbone=DSR-1.5B, Finetuning=true, Runtime=16h2026.05 | 27.4 | 79.4 | 30 | 85.4 | 51 | 54.5 | |
| GRPOBackbone=DSR-1.5B, Finetuning=true, Runtime=16h2026.05 | 26.9 | 76.1 | 30.8 | 86.2 | 49 | 53.8 | |
| RRBackbone=DSR-1.5B, Finetuning=true, Runtime=14h2026.05 | 26.5 | 76.7 | 31 | 85 | 49.6 | 53.8 | |
| GRESOBackbone=DSR-1.5B, Finetuning=true, Runtime=27h2026.05 | 25.6 | 77.1 | 30.7 | 86.2 | 50.6 | 54.1 | |
| DSR-1.5BBackbone=DSR-1.5B, Finetuning=false2026.05 | 19.2 | 57 | 23.5 | 78 | 38.2 | 43.2 |