Fairness Evaluation on CEB-Credit
65.8ScoreSelf-Debias Iter2
Evaluation results
| Method | Links | |
|---|---|---|
| Self-Debias Iter22026.04 | 65.8 | |
| Self-Debias Iter2 + Self-Correction2026.04 | 65.8 | |
| Self-Debias SFT + Self-Correction2026.04 | 64.6 | |
| Self-Debias Offline + Self-Correction2026.04 | 64.3 | |
| Self-Debias SFT2026.04 | 64.2 | |
| Self-Debias Iter1 + Self-Correction2026.04 | 63.9 | |
| Self-Debias Iter12026.04 | 63 | |
| Self-Debias Offline2026.04 | 62.3 | |
| Qwen2.5-7B-Instruct2026.04 | 53.8 | |
| Qwen1.5-8B2026.04 | 52.2 | |
| Qwen2.5-7B-Instruct + Self-Correction2026.04 | 47.1 | |
| DeepSeek-R1-Distill-Qwen-7B2026.04 | 43.6 | |
| Qwen1.5-8B + Self-Correction2026.04 | 33.2 | |
| DeepSeek-R1-Distill-Qwen-7B + Self-Correction2026.04 | 18.8 | |
| Llama-3.1-8B-Instruct2026.04 | 11.6 | |
| Llama-3.1-8B-Instruct + Self-Correction2026.04 | 8 |