| Task Name | Dataset Name | SOTA Result | Trend | |
|---|---|---|---|---|
| Machine Unlearning | 5% (forget set) | GF193.398 | 24 | |
| Contextual Question Answering | 5% (forget set) | ROUGE-L91 | 12 | |
| Direct Question Answering | 5% (forget set) | ROUGE-L Score36 | 12 | |
| Multimodal Machine Unlearning | Forget-Set 15% forgetting ratio | Class. VQA Accuracy61.45 | 7 | |
| Multimodal Machine Unlearning | 5% Forget Set (test) | Class Acc36.8 | 7 | |
| Multimodal Machine Unlearning | Forget Set (5%) | Classification Accuracy44.4 | 7 |