Bias Evaluation on RedditBias Religion
8.06RegardNone
Evaluation Results
| Method | Links | ||||
|---|---|---|---|---|---|
| NoneTarget Model=GPT-2 Medium, Debiasing=None2024.12 | 8.06 | 4.39 | 12.43 | 62.57 | |
| Anti-onlyTarget Model=GPT-2 Medium, Debiasing=Anti-only2024.12 | 7.72 | 2.2 | 21.11 | 52.05 | |
| FinetunedTarget Model=Llama 3.2 3B, Debiasing=Finetuned2024.12 | 6.67 | 11.49 | 9.7 | 52.28 | |
| NoneTarget Model=Llama 3.2 3B, Debiasing=None2024.12 | 6.38 | 4.81 | 10.11 | 62.76 | |
| Anti-onlyTarget Model=Llama 3.2 3B, Debiasing=Anti-only2024.12 | 5.36 | 3.77 | 30.5 | 55.86 | |
| ProposedTarget Model=GPT-2 Medium, Debiasing=Proposed2024.12 | 3.23 | 5.89 | 13.94 | 46.9 | |
| ProposedTarget Model=Llama 3.2 3B, Debiasing=Proposed2024.12 | 3.15 | 6.49 | 23.61 | 56.05 | |
| FinetunedTarget Model=GPT-2 Medium, Debiasing=Finetuned2024.12 | 2.76 | 7.42 | 10.24 | 57.43 |