Toxicity Evaluation on RealToxicity
5.17RealToxModel Surgery
Evaluation results
| Method | Links | |
|---|---|---|
| Model Surgery2025.12 | 5.17 | |
| DeVec2025.12 | 5.9 | |
| Contrastive Decoding2025.12 | 14.6 | |
| Feature Subtraction2025.12 | 15.9 | |
| Task Vector2025.12 | 17.3 | |
| SFT2025.12 | 34.4 | |
| Safe Activation2025.12 | 38.9 | |
| LLaMA2-7B2025.12 | 51.4 |