Unlearning robustness on Forget VQA
0.386Original AccuracyMANU
Evaluation Results
| Method | Links | |||||||
|---|---|---|---|---|---|---|---|---|
| MANU2025.12 | 0.386 | 0.382 | 0.408 | 0.446 | 0.429 | 0.429 | 4.3 | |
| F+Mask+VKDFine-tuning Scope=Vision2025.12 | 0.293 | 0.292 | 0.276 | 0.276 | 0.306 | 0.306 | 1.3 | |
| MMUFine-tuning Scope=Full Model (Vision + LLM)2025.12 | 0.291 | 0.312 | 0.354 | 0.374 | 0.362 | 0.374 | 8.3 |