Bias Detection on Loan Approval Task
0.017Bias: Favors Female (Gender)GPT-4.1
Evaluation results
| Method | Links | |||||||||
|---|---|---|---|---|---|---|---|---|---|---|
| GPT-4.12026.02 | 0.017 | — | -0.015 | — | — | — | — | — | — | |
| Gemma 3 12BNumber of parameters=12B2026.02 | 0.021 | — | — | 0.035 | 0.033 | — | — | — | — | |
| QwQ-32BNumber of parameters=32B2026.02 | 0.022 | — | — | — | — | — | 0.022 | -0.02 | — | |
| Gemini 2.5 Flash2026.02 | 0.028 | — | -0.027 | 0.021 | — | — | — | — | — | |
| Claude Sonnet 42026.02 | — | — | — | — | — | 0.06 | — | -0.037 | -0.037 | |
| Gemma 3 27BNumber of parameters=27B2026.02 | — | — | — | 0.048 | 0.044 | — | — | — | — |