Mathematical Reasoning on AIME 24 (Pass@1, Pass@128)
58.9Pass@1 RateOXAFull
Evaluation results
| Method | Links | ||
|---|---|---|---|
| OXAFullModel Backbone=Qwen2.5-7B-Math, RLVR Stage=After RLVR (†)2026.03 | 58.9 | 83.3 | |
| OXAMLEModel Backbone=Qwen2.5-7B-Math, RLVR Stage=After RLVR (†)2026.03 | 57.9 | 83.3 | |
| OXAMLEModel Backbone=Qwen2.5-7B-Math, RLVR Stage=Before RLVR2026.03 | 54.5 | 90 | |
| SFTModel Backbone=Qwen2.5-7B-Math, RLVR Stage=After RLVR (†)2026.03 | 50.9 | 90 | |
| OXAFullModel Backbone=Qwen2.5-7B-Math, RLVR Stage=Before RLVR2026.03 | 50.2 | 86.7 | |
| SFTModel Backbone=Qwen2.5-7B-Math, RLVR Stage=Before RLVR2026.03 | 47.5 | 86.7 | |
| SFTLPModel Backbone=Qwen2.5-7B-Math, RLVR Stage=After RLVR (†)2026.03 | 42 | 76.7 | |
| OXAMLEModel Backbone=Qwen2.5-1.5B-Math, RLVR Stage=After RLVR (†)2026.03 | 40.1 | 83.3 | |
| OXAFullModel Backbone=Qwen2.5-1.5B-Math, RLVR Stage=After RLVR (†)2026.03 | 39 | 83.3 | |
| SFTLPModel Backbone=Qwen2.5-7B-Math, RLVR Stage=Before RLVR2026.03 | 38.4 | 83.3 | |
| OXAFullModel Backbone=Qwen2.5-1.5B-Math, RLVR Stage=Before RLVR2026.03 | 35.4 | 80 | |
| OXAMLEModel Backbone=Qwen2.5-1.5B-Math, RLVR Stage=Before RLVR2026.03 | 35 | 83.3 | |
| SFTModel Backbone=Qwen2.5-1.5B-Math, RLVR Stage=After RLVR (†)2026.03 | 27.2 | 76.7 | |
| SFTModel Backbone=Qwen2.5-1.5B-Math, RLVR Stage=Before RLVR2026.03 | 23.2 | 80 | |
| SFTLPModel Backbone=Qwen2.5-1.5B-Math, RLVR Stage=After RLVR (†)2026.03 | 22.3 | 70 | |
| SFTLPModel Backbone=Qwen2.5-1.5B-Math, RLVR Stage=Before RLVR2026.03 | 20.5 | 76.7 | |
| BaseModel Backbone=Qwen2.5-7B-Math, RLVR Stage=Before RLVR2026.03 | 16 | 63.3 | |
| BaseModel Backbone=Qwen2.5-1.5B-Math, RLVR Stage=Before RLVR2026.03 | 9.4 | 53.3 |