MUFAC
Benchmarks
| Task Name | Dataset Name | SOTA Result | Trend | |
|---|---|---|---|---|
| Machine Unlearning | MUFAC 10% unlearning (train) | Average Gap0.175 | 20 | |
| Continual Unlearning | MUFAC Phase 3 Forgotten data Dg 20PERSONS (forgotten) | Accuracy99 | 8 | |
| Continual Unlearning | MUFAC Dt 20PERSONS-3PHASES (test) | Accuracy69.33 | 8 | |
| Continual Unlearning | MUFAC 20PERSONS Phase 3 (Forget data Df) | Accuracy100 | 8 | |
| Continual Unlearning | MUFAC Dr Phase 3 20PERSONS-3PHASES (retain) | Accuracy99.98 | 8 | |
| Continual Unlearning | MUFAC Phase 2 20PERSONS-3PHASES (forgotten data Dg) | Accuracy98.62 | 8 | |
| Continual Unlearning | MUFAC Phase 2 20PERSONS-3PHASES (test) | Accuracy69.3 | 8 | |
| Continual Unlearning | MUFAC Phase 2 20PERSONS-3PHASES (forget) | Accuracy99.73 | 8 | |
| Continual Unlearning | MUFAC Phase 2 20PERSONS-3PHASES (Retain data Dr) | Accuracy99.98 | 8 | |
| Continual Unlearning | MUFAC Phase 1 20PERSONS-3PHASES (test) | Accuracy69.48 | 8 | |
| Continual Unlearning | MUFAC Phase 1 20PERSONS-3PHASES (Forget data Df) | Accuracy98.71 | 8 | |
| Continual Unlearning | MUFAC Phase 1 Dr 20PERSONS-3PHASES (retain) | Accuracy99.97 | 8 |
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