Machine Unlearning on CIFAR-100 10 classes forget (Retain set)
76.5AccuracyRetain-only Retrain
Evaluation Results
| Method | Links | |
|---|---|---|
| Retain-only RetrainEvaluation Protocol=Output2026.04 | 76.5 | |
| Salun with CMFEvaluation Protocol=Linear Probe2026.04 | 75.18 | |
| Salun with CMFEvaluation Protocol=NCC2026.04 | 75.03 | |
| Random-label with CMFEvaluation Protocol=Linear Probe2026.04 | 74.98 | |
| Salun with CMFEvaluation Protocol=Output2026.04 | 74.98 | |
| Random-label with CMFEvaluation Protocol=Output2026.04 | 74.85 | |
| Random-label with CMFEvaluation Protocol=NCC2026.04 | 74.82 | |
| OriginalEvaluation Protocol=Output2026.04 | 74.47 | |
| OriginalEvaluation Protocol=Linear Probe2026.04 | 74.38 | |
| OriginalEvaluation Protocol=NCC2026.04 | 74.28 | |
| Scrub with CMFEvaluation Protocol=Output2026.04 | 74.27 | |
| Scrub with CMFEvaluation Protocol=Linear Probe2026.04 | 74.18 | |
| Scrub with CMFEvaluation Protocol=NCC2026.04 | 74.12 | |
| UNSIR with CMFEvaluation Protocol=Output2026.04 | 72.61 | |
| UNSIR with CMFEvaluation Protocol=Linear Probe2026.04 | 72.51 | |
| UNSIR with CMFEvaluation Protocol=NCC2026.04 | 72.48 | |
| NegGrad+ with CMFEvaluation Protocol=Linear Probe2026.04 | 72.35 | |
| NegGrad+ with CMFEvaluation Protocol=NCC2026.04 | 71.75 | |
| NegGrad+ with CMFEvaluation Protocol=Output2026.04 | 71.45 | |
| Retain-only RetrainEvaluation Protocol=NCC2026.04 | 70.98 | |
| Retain-only RetrainEvaluation Protocol=Linear Probe2026.04 | 69.34 |