Machine Unlearning on CIFAR-100 10 classes (Forget set)
75.9AccuracyOriginal
Evaluation results
| Method | Links | |
|---|---|---|
| OriginalEvaluation Protocol=Linear Probe2026.04 | 75.9 | |
| OriginalEvaluation Protocol=Output2026.04 | 75.88 | |
| OriginalEvaluation Protocol=NCC2026.04 | 75.68 | |
| Salun with CMFEvaluation Protocol=Linear Probe2026.04 | 67.2 | |
| Random-label with CMFEvaluation Protocol=Linear Probe2026.04 | 66.44 | |
| Salun with CMFEvaluation Protocol=NCC2026.04 | 65.2 | |
| Salun with CMFEvaluation Protocol=Output2026.04 | 62.1 | |
| Retain-only RetrainEvaluation Protocol=Linear Probe2026.04 | 60.94 | |
| Random-label with CMFEvaluation Protocol=NCC2026.04 | 60.24 | |
| Scrub with CMFEvaluation Protocol=Linear Probe2026.04 | 58.34 | |
| Random-label with CMFEvaluation Protocol=Output2026.04 | 54.4 | |
| NegGrad+ with CMFEvaluation Protocol=Linear Probe2026.04 | 50.62 | |
| Retain-only RetrainEvaluation Protocol=NCC2026.04 | 43.18 | |
| Scrub with CMFEvaluation Protocol=NCC2026.04 | 42.82 | |
| NegGrad+ with CMFEvaluation Protocol=NCC2026.04 | 41.54 | |
| Scrub with CMFEvaluation Protocol=Output2026.04 | 35.02 | |
| NegGrad+ with CMFEvaluation Protocol=Output2026.04 | 30.38 | |
| UNSIR with CMFEvaluation Protocol=Linear Probe2026.04 | 20.98 | |
| UNSIR with CMFEvaluation Protocol=NCC2026.04 | 9.94 | |
| UNSIR with CMFEvaluation Protocol=Output2026.04 | 9.16 | |
| Retain-only RetrainEvaluation Protocol=Output2026.04 | 0 |