Bias Evaluation on HolisticBias
66.2GN ScorePaCE
Evaluation results
| Method | Links | |||||
|---|---|---|---|---|---|---|
| PaCETarget Model=LLaMA2-7B-Chat2024.06 | 66.2 | 79.7 | 69.9 | — | — | |
| PaCETarget Model=LLaMA2-13B-Chat2024.06 | 63.4 | 76.5 | 67.5 | — | — | |
| OrthoProjTarget Model=LLaMA2-13B-Chat2024.06 | 57.7 | 75.1 | 63.3 | — | — | |
| VecAddTarget Model=LLaMA2-13B-Chat2024.06 | 56.2 | 72.9 | 58.7 | — | — | |
| VecAddTarget Model=LLaMA2-7B-Chat2024.06 | 55.2 | 68.5 | 58.3 | — | — | |
| OrthoProjTarget Model=LLaMA2-7B-Chat2024.06 | 54.9 | 75.1 | 60.1 | — | — | |
| PromptingTarget Model=LLaMA2-7B-Chat2024.06 | 53.1 | 62.3 | 56.6 | — | — | |
| VanillaTarget Model=LLaMA2-7B-Chat2024.06 | 51.5 | 69.2 | 56.4 | — | — | |
| VanillaTarget Model=LLaMA2-13B-Chat2024.06 | 50.2 | 70.3 | 58.1 | — | — | |
| PromptingTarget Model=LLaMA2-13B-Chat2024.06 | 46.1 | 73.8 | 59.4 | — | — | |
| CDABackbone=LLaMA-3-8B2026.03 | — | — | — | 24.6 | 0.279 | |
| KLAADBackbone=LLaMA-3-8B2026.03 | — | — | — | 34.5 | 0.617 | |
| ORIGINALBackbone=LLaMA-3-8B2026.03 | — | — | — | 38.2 | 1 | |
| UGIDBackbone=LLaMA-3-8B2026.03 | — | — | — | 24.1 | 1.006 |