Machine Unlearning on Tiny-ImageNet (1 Class Forget, Retain Set)
66.52AccuracyRetain-only Retrain
Evaluation results
| Method | Links | |
|---|---|---|
| Retain-only RetrainEvaluation Protocol=Output2026.04 | 66.52 | |
| Retain-only RetrainEvaluation Protocol=Linear Probe2026.04 | 65.9 | |
| OriginalEvaluation Protocol=Output2026.04 | 65.27 | |
| OriginalEvaluation Protocol=Linear Probe2026.04 | 65.1 | |
| OriginalEvaluation Protocol=NCC2026.04 | 64.65 | |
| Retain-only RetrainEvaluation Protocol=NCC2026.04 | 63.57 | |
| Salun with CMFEvaluation Protocol=Linear Probe2026.04 | 63.18 | |
| NegGrad+ with CMFEvaluation Protocol=Linear Probe2026.04 | 62.9 | |
| Salun with CMFEvaluation Protocol=NCC2026.04 | 62.67 | |
| Salun with CMFEvaluation Protocol=Output2026.04 | 62.62 | |
| Random-label with CMFEvaluation Protocol=Linear Probe2026.04 | 62.56 | |
| NegGrad+ with CMFEvaluation Protocol=NCC2026.04 | 62.31 | |
| Scrub with CMFEvaluation Protocol=Linear Probe2026.04 | 62.13 | |
| Random-label with CMFEvaluation Protocol=Output2026.04 | 62.01 | |
| Random-label with CMFEvaluation Protocol=NCC2026.04 | 61.96 | |
| Scrub with CMFEvaluation Protocol=NCC2026.04 | 61.66 | |
| Scrub with CMFEvaluation Protocol=Output2026.04 | 61.64 | |
| NegGrad+ with CMFEvaluation Protocol=Output2026.04 | 61.18 | |
| UNSIR with CMFEvaluation Protocol=Linear Probe2026.04 | 60.96 | |
| UNSIR with CMFEvaluation Protocol=Output2026.04 | 60.81 | |
| UNSIR with CMFEvaluation Protocol=NCC2026.04 | 60.63 |