Machine Unlearning on Tiny-ImageNet 20 classes Retain set
66.38Accuracy (Retain Set)Retain-only Retrain
Evaluation results
| Method | Links | |
|---|---|---|
| Retain-only RetrainEvaluation Protocol=Output2026.04 | 66.38 | |
| Retain-only RetrainEvaluation Protocol=Linear Probe2026.04 | 65.21 | |
| OriginalEvaluation Protocol=Output2026.04 | 65.15 | |
| OriginalEvaluation Protocol=Linear Probe2026.04 | 64.97 | |
| OriginalEvaluation Protocol=NCC2026.04 | 64.56 | |
| Scrub with CMFEvaluation Protocol=Linear Probe2026.04 | 63.76 | |
| Scrub with CMFEvaluation Protocol=Output2026.04 | 63.31 | |
| Scrub with CMFEvaluation Protocol=NCC2026.04 | 63.28 | |
| Salun with CMFEvaluation Protocol=Output2026.04 | 63.14 | |
| Salun with CMFEvaluation Protocol=Linear Probe2026.04 | 63.12 | |
| Salun with CMFEvaluation Protocol=NCC2026.04 | 62.77 | |
| NegGrad+ with CMFEvaluation Protocol=Linear Probe2026.04 | 62.66 | |
| Random-label with CMFEvaluation Protocol=Linear Probe2026.04 | 62.38 | |
| Random-label with CMFEvaluation Protocol=Output2026.04 | 62.25 | |
| NegGrad+ with CMFEvaluation Protocol=NCC2026.04 | 62.11 | |
| Random-label with CMFEvaluation Protocol=NCC2026.04 | 61.93 | |
| UNSIR with CMFEvaluation Protocol=Output2026.04 | 61.34 | |
| UNSIR with CMFEvaluation Protocol=Linear Probe2026.04 | 61.27 | |
| NegGrad+ with CMFEvaluation Protocol=Output2026.04 | 60.82 | |
| UNSIR with CMFEvaluation Protocol=NCC2026.04 | 60.8 | |
| Retain-only RetrainEvaluation Protocol=NCC2026.04 | 59.37 |