Mathematical Reasoning on OMNIMATH (128-sample random subset)
10.93Top-1 AccuracyBeam-Search
Evaluation Results
| Method | Links | |
|---|---|---|
| Beam-SearchSelection=Argmax, Scoring=PRM, Base Model=Qwen2.5-7B-Instruct2025.10 | 10.93 | |
| ePFSelection=Argmax, Scoring=PRM, Base Model=Qwen2.5-7B-Instruct2025.10 | 10.93 | |
| Best-of-NSelection=Argmax, Scoring=ORM, Base Model=Qwen2.5-1.5B-Instruct2025.10 | 10.15 | |
| ePFSelection=Argmax, Scoring=PRM, Base Model=Qwen2.5-1.5B-Instruct2025.10 | 10.15 | |
| PFSelection=Argmax, Scoring=PRM, Base Model=Qwen2.5-7B-Instruct2025.10 | 10.15 | |
| Beam-SearchSelection=Argmax, Scoring=PRM, Base Model=Qwen2.5-1.5B-Instruct2025.10 | 9.37 | |
| Self-ConsistencySelection=MV, Base Model=Qwen2.5-7B-Instruct2025.10 | 9.37 | |
| Best-of-NSelection=Argmax, Scoring=ORM, Base Model=Qwen2.5-7B-Instruct2025.10 | 9.37 | |
| PFSelection=Argmax, Scoring=PRM, Base Model=Qwen2.5-1.5B-Instruct2025.10 | 8.59 | |
| Base SamplingBase Model=Qwen2.5-7B-Instruct2025.10 | 8.59 | |
| Self-ConsistencySelection=MV, Base Model=Qwen2.5-1.5B-Instruct2025.10 | 7.03 | |
| Base SamplingBase Model=Qwen2.5-1.5B-Instruct2025.10 | 5.46 |