Multimodal Machine Unlearning on 5% Forget Set (test)
36.8Class AccVanilla
Evaluation Results
| Method | Links | ||||
|---|---|---|---|---|---|
| VanillaBase Model=LLaVA-13B, Forget Ratio=5%2025.02 | 36.8 | 0.493 | 4.72 | 20.82 | |
| PromptingBase Model=LLaVA-13B, Forget Ratio=5%2025.02 | 34.8 | 0.454 | 4.52 | 20.91 | |
| KL Minim.Base Model=LLaVA-13B, Forget Ratio=5%2025.02 | 31.06 | 0.432 | 4.13 | 18.62 | |
| NPOBase Model=LLaVA-13B, Forget Ratio=5%2025.02 | 29.73 | 0.397 | 3.89 | 17.77 | |
| GABase Model=LLaVA-13B, Forget Ratio=5%2025.02 | 26.35 | 0.386 | 3.74 | 15.01 | |
| Grad. DiffBase Model=LLaVA-13B, Forget Ratio=5%2025.02 | 25.99 | 0.362 | 3.8 | 16.13 | |
| MANUBase Model=LLaVA-13B, Forget Ratio=5%2025.02 | 25.41 | 0.382 | 3.7 | 16.08 |