Unlearning on 5WBENCH Factify
99FSR (Who)AN
Evaluation Results
| Method | Links | ||||||||||||
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| ANModel=LLaMA 3.2-3B2026.05 | 99 | 100 | 100 | 100 | 100 | 99.8 | 0 | 1 | 0 | 1 | 0 | 0.4 | |
| ANModel=Gemma 3-4B2026.05 | 92 | 83 | 82 | 78 | 75 | 82 | 19 | 32 | 19 | 21 | 34 | 25 | |
| MAATModel=LLaMA 3.2-3B2026.05 | 83 | 79 | 82 | 80 | 63 | 77.4 | 72 | 77 | 71 | 73 | 65 | 71.6 | |
| GAModel=Gemma 3-4B2026.05 | 82 | 58 | 73 | 50 | 43 | 61.2 | 51 | 59 | 24 | 51 | 70 | 51 | |
| RO-FTModel=LLaMA 3.2-3B2026.05 | 80 | 74 | 82 | 79 | 72 | 77.4 | 36 | 40 | 23 | 35 | 42 | 35.2 | |
| MAATModel=Gemma 3-4B2026.05 | 77 | 61 | 68 | 59 | 55 | 64 | 62 | 69 | 52 | 70 | 56 | 61.8 | |
| GAModel=LLaMA 3.2-3B2026.05 | 71 | 48 | 60 | 64 | 44 | 57.4 | 41 | 59 | 43 | 45 | 78 | 53.2 | |
| RO-FTModel=Gemma 3-4B2026.05 | 63 | 45 | 58 | 43 | 48 | 51.4 | 82 | 79 | 47 | 81 | 63 | 70.4 | |
| GA+KLModel=Gemma 3-4B2026.05 | 60 | 35 | 53 | 30 | 36 | 42.8 | 62 | 70 | 39 | 66 | 71 | 61.6 | |
| GA+KLModel=LLaMA 3.2-3B2026.05 | 43 | 27 | 38 | 39 | 22 | 33.8 | 65 | 74 | 53 | 64 | 93 | 69.8 |