Unlearning on DomainNet c → s
66.6A_DrOriginal (SF(DA)2)
Evaluation results
| Method | Links | |||
|---|---|---|---|---|
| Original (SF(DA)2)2026.04 | 66.6 | 55.9 | 43 | |
| RetrainForget class=cF = 12026.04 | 66.6 | 0 | 67 | |
| SHOT2026.04 | 66.4 | 56.3 | 43 | |
| SHOTForget class=cF = 12026.04 | 66.1 | 30.9 | 51 | |
| SF(DA)2Forget class=cF = 12026.04 | 65.5 | 36.9 | 48 | |
| Retrain2026.04 | 65.3 | 0 | 65 | |
| Finetune2026.04 | 64.9 | 32.3 | 49 | |
| UC-SCADA-UL2026.04 | 63.3 | 36.8 | 46 | |
| FinetuneForget class=cF = 12026.04 | 63.3 | 0.5 | 63 | |
| Unlearned(+)Forget class=cF = 12026.04 | 62.9 | 13.5 | 56 | |
| OursForget class=cF = 12026.04 | 62.7 | 0 | 63 | |
| Unlearned(+)2026.04 | 61.6 | 6.8 | 58 | |
| PADA2026.04 | 59.7 | 70.1 | 35 | |
| PADAForget class=cF = 12026.04 | 59.3 | 60.6 | 37 | |
| ZSMU2026.04 | 58.1 | 58.6 | 37 | |
| ZSMUForget class=cF = 12026.04 | 56.8 | 2.2 | 56 | |
| Lipschitz2026.04 | 43.2 | 20.2 | 35 | |
| Nabla Tau2026.04 | 42.2 | 0 | 42 | |
| Nabla TauForget class=cF = 12026.04 | 37.6 | 0 | 38 | |
| LipschitzForget class=cF = 12026.04 | 23.6 | 0 | 24 | |
| UNSIRForget class=cF = 12026.04 | 4.4 | 0 | 4 | |
| UNSIR2026.04 | 1.5 | 0 | 1 |