| Dataset Name | SOTA Method | Metric | Trend | ||
|---|---|---|---|---|---|
| MLLMU-Bench Retain Set 10% ratio | RMU | Cloze Accuracy34.4 | 30 | 2d ago | |
| MLLMU-Bench 10% ratio (test) | RMU | Cloze Accuracy40 | 30 | 2d ago | |
| MLLMU-Bench forget set, 10% ratio | RMU | Cloze Accuracy40 | 30 | 2d ago | |
| MLLMU 15% Task (Real) | ViKeR | Rouge33.2 | 5 | 3mo ago | |
| MLLMU 15% Task (retain) | ViKeR | ROUGE52.7 | 5 | 3mo ago | |
| MLLMU 15% Task (Generalization) | IdkPO | Accuracy37.2 | 5 | 3mo ago | |
| MLLMU 15% Task (forget) | IdkPO | Accuracy34.7 | 5 | 3mo ago | |
| MLLMU 10% Task (Real) | ViKeR | Rouge24.6 | 5 | 3mo ago | |
| MLLMU 10% Task (retain) | ROUGE49.7 | 5 | 3mo ago | ||
| MLLMU 10% Task (Generalization) | IdkPO | Accuracy36.5 | 5 | 3mo ago | |
| MLLMU 10% Task (Forget) | IdkPO | Accuracy36.9 | 5 | 3mo ago | |
| MLLM Unlearning | - | - | 0 | 3mo ago |
