Mathematical Reasoning on CMIMC25
30.3Pass@1SFT
Evaluation results
| Method | Links | ||
|---|---|---|---|
| SFTModel Backbone=Qwen2.5-7B-Math, RLVR Stage=After RLVR (†)2026.03 | 30.3 | 67.5 | |
| OXAFullModel Backbone=Qwen2.5-7B-Math, RLVR Stage=After RLVR (†)2026.03 | 28.4 | 60 | |
| OXAMLEModel Backbone=Qwen2.5-7B-Math, RLVR Stage=After RLVR (†)2026.03 | 28.3 | 65 | |
| SFTModel Backbone=Qwen2.5-7B-Math, RLVR Stage=Before RLVR2026.03 | 26.8 | 77.5 | |
| OXAMLEModel Backbone=Qwen2.5-7B-Math, RLVR Stage=Before RLVR2026.03 | 26.6 | 75 | |
| OXAFullModel Backbone=Qwen2.5-7B-Math, RLVR Stage=Before RLVR2026.03 | 24.8 | 80 | |
| SFTLPModel Backbone=Qwen2.5-7B-Math, RLVR Stage=After RLVR (†)2026.03 | 23.3 | 55 | |
| SFTLPModel Backbone=Qwen2.5-7B-Math, RLVR Stage=Before RLVR2026.03 | 20.5 | 60 | |
| OXAFullModel Backbone=Qwen2.5-1.5B-Math, RLVR Stage=After RLVR (†)2026.03 | 17.4 | 57.5 | |
| OXAMLEModel Backbone=Qwen2.5-1.5B-Math, RLVR Stage=After RLVR (†)2026.03 | 16.4 | 60 | |
| OXAFullModel Backbone=Qwen2.5-1.5B-Math, RLVR Stage=Before RLVR2026.03 | 15.9 | 62.5 | |
| OXAMLEModel Backbone=Qwen2.5-1.5B-Math, RLVR Stage=Before RLVR2026.03 | 14.9 | 57.5 | |
| SFTModel Backbone=Qwen2.5-1.5B-Math, RLVR Stage=After RLVR (†)2026.03 | 11.9 | 45 | |
| SFTModel Backbone=Qwen2.5-1.5B-Math, RLVR Stage=Before RLVR2026.03 | 11 | 52.5 | |
| SFTLPModel Backbone=Qwen2.5-1.5B-Math, RLVR Stage=After RLVR (†)2026.03 | 10.7 | 45 | |
| SFTLPModel Backbone=Qwen2.5-1.5B-Math, RLVR Stage=Before RLVR2026.03 | 9.8 | 50 | |
| BaseModel Backbone=Qwen2.5-1.5B-Math, RLVR Stage=Before RLVR2026.03 | 2.4 | 35 | |
| BaseModel Backbone=Qwen2.5-7B-Math, RLVR Stage=Before RLVR2026.03 | 2.4 | 35 |