Mathematical Reasoning on MATH (OOD) (Calibration Metrics)
71KL Div (alpha=1)GEB-arctanh(π − 1)
Evaluation Results
| Method | Links | ||||
|---|---|---|---|---|---|
| GEB-arctanh(π − 1)Backbone=LLaMA-3-8B-SFT, Evaluation Protocol=Out-of-domain2025.09 | 71 | 67.6 | 69.2 | 69.3 | |
| GEB-πBackbone=LLaMA-3-8B-SFT, Evaluation Protocol=Out-of-domain2025.09 | 69.2 | 69.6 | 71.6 | 70.1 | |
| GEB-1/πBackbone=LLaMA-3-8B-SFT, Evaluation Protocol=Out-of-domain2025.09 | 68.4 | 70.2 | 69.2 | 69.3 | |
| f-DPOBackbone=LLaMA-3-8B-SFT, Evaluation Protocol=Out-of-domain2025.09 | 67.6 | 69 | 69.2 | 68.6 | |
| FEBBackbone=LLaMA-3-8B-SFT, Evaluation Protocol=Out-of-domain2025.09 | 67.6 | 68.6 | 68.6 | 68.3 |