Mathematical Reasoning on GSM8k-Aug (rationale format original)
98.89Pass@1Ours-RL
Evaluation Results
| Method | Links | ||
|---|---|---|---|
| Ours-RLRationale Format=GSM8k-Aug2026.05 | 98.89 | 5.68 | |
| SFT-CoTRationale Format=GSM8k-Aug2026.05 | 97.22 | 14.3 | |
| Ours-SFTRationale Format=GSM8k-Aug2026.05 | 95 | 5.73 | |
| CoLaR-2Rationale Format=GSM8k-Aug2026.05 | 91.3 | 7.35 | |
| SFT-CoTRationale Format=GSM8k-Aug2026.05 | 52.77 | 25.2 | |
| Ours-RLRationale Format=GSM8k-Aug2026.05 | 47.23 | 13.23 | |
| Ours-SFTRationale Format=GSM8k-Aug2026.05 | 42.46 | 13.42 | |
| CoconutRationale Format=GSM8k-Aug2026.05 | 41.1 | 6 | |
| CoLaR-2Rationale Format=GSM8k-Aug2026.05 | 40.1 | 12.7 | |
| CoconutRationale Format=GSM8k-Aug2026.05 | 23.1 | 6 |