Zero-shot Classification Sensitivity Analysis on CIFAR-10
-23.24Mean Acc DeltaEraseDiff
Evaluation results
| Method | Links | |||
|---|---|---|---|---|
| EraseDiffArea=Unlearning, Model=SD1.4, Evaluation=zero-shot2026.06 | -23.24 | -91.9 | — | |
| MACEArea=Unlearning, Model=SD1.4, Evaluation=zero-shot2026.06 | -5.93 | -39.8 | — | |
| SPMArea=Unlearning, Model=SD1.4, Evaluation=zero-shot2026.06 | -3.91 | -18.9 | — | |
| DreamBoothArea=Customization, Model=SD2.1, Evaluation=zero-shot2026.06 | -2.22 | — | 5.73 | |
| ACArea=Unlearning, Model=SD1.4, Evaluation=zero-shot2026.06 | -2.05 | -21.5 | — | |
| DreamBoothArea=Customization, Model=SD3.5, Evaluation=zero-shot2026.06 | 0.84 | — | 8.88 | |
| DreamBoothArea=Customization, Model=SD1.5, Evaluation=zero-shot2026.06 | 0.96 | — | 7.95 |