| MUSE-News 1.0 (test) | F target | Privacy Leak-99.8114 | | 55 | 2mo ago |
| Syntax-preserving dataset (forget set) | GA | PrivLeak0.51 | | 40 | 3mo ago |
| Ele-Fashion | ETR | Unlearning Time (s)0.38 | | 32 | 28d ago |
| Goodreads-NC | ETR | Unlearning Time (s)1.07 | | 31 | 28d ago |
| TOFU (Split99) | UNDIAL | Forget Quality1 | | 25 | 19d ago |
| TOFU forget10 (forget) | | rL0.954 | | 24 | 15d ago |
| MUSE-Books 1.0 (test) | PRISM | Unlearn Score86 | | 24 | 2mo ago |
| WMDP retain | GU+SimNPO | Retain55.6 | | 22 | 19d ago |
| WMDP (forget split) | GU+SimNPO | BF16 Precision55.4 | | 22 | 19d ago |
| DomainNet c → s | Original (SF(DA)2) | A_Dr66.6 | | 22 | 1mo ago |
| DomainNet Sketch to Painting | Original (SF(DA)2) | A_Dr71.3 | | 22 | 1mo ago |
| HumanEval State unlearning | NL-based | Unlearn Efficacy100 | | 18 | 2mo ago |
| TOFU Neighbor Set | DirectQA | FB Score66.85 | | 17 | 1mo ago |
| TOFU Forget Set | ELUDe | FB68.28 | | 17 | 1mo ago |
| MUSE-News (test) | | VerbMem (w/o Q)58.4 | | 15 | 1mo ago |
| SD Preserved Concepts Set 2.1 | SPM | CS Score73.3 | | 14 | 7d ago |
| SD Van Gogh Erased Set 2.1 | KL | CS Score0.755 | | 14 | 7d ago |
| MUSE-Books Harry Potter forget set 500 samples | | R-Forget-50039.99 | | 13 | 3mo ago |
| MUSE-Books Harry Potter 100 samples (forget set) | | R-Forget32.13 | | 13 | 3mo ago |
| WMDP | | Bio Accuracy79.6 | | 12 | 7d ago |
| TOFU Llama 2 1.0 (forget 10%) | Joint | UFE85.14 | | 12 | 12d ago |
| TOFU Llama 2 1.0 (forget 5%) | Joint | UFE Score88.11 | | 12 | 12d ago |
| TOFU Llama 2 1.0 (forget 1%) | Joint | UFE92.02 | | 12 | 12d ago |
| TOFU Phi 1.5 1.0 (forget 10%) | DualOptim 8bit | UFE66.88 | | 12 | 12d ago |
| TOFU Phi 1.5 1.0 (forget 1%) | Alternate | UFE74.62 | | 12 | 12d ago |
