Machine Unlearning on TOFU (Attack Robustness and Forgetting)
14.04Forgetting Score (FS)RMU
Evaluation results
| Method | Links | ||||||
|---|---|---|---|---|---|---|---|
| RMUModel=Llama-3.22025.09 | 14.04 | 93.7 | 91.74 | 87.97 | 90.97 | 20.33 | |
| SSIUUModel=Llama-3.22025.09 | 17.75 | 92.74 | 91.67 | 31.82 | 37.53 | 21.08 | |
| KLUEModel=Llama-3.22025.09 | 18.71 | 86.86 | 92.81 | 43.71 | 49.38 | 22.19 | |
| GDModel=Llama-3.22025.09 | 19.32 | 89.36 | 92.88 | 45.41 | 51.73 | 20.98 | |
| GAModel=Llama-3.22025.09 | 19.49 | 87.51 | 91.88 | 48.72 | 54.21 | 23.35 | |
| DPOModel=Llama-3.22025.09 | 19.57 | 92.28 | 91.95 | 87.39 | 88.69 | 26.6 | |
| DefaultModel=Llama-3.22025.09 | 90.42 | 93.54 | 91.45 | — | — | — |