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Single-Class Unlearning on Office 31 W -> A

80.5Accuracy (Retained)

Unlearned(+)

Updated 9d ago

Evaluation Results

Method	Links
Unlearned(+) 2026.04		80.5	90.2	0.42
Retrain 2026.04		67.4	0	0.67
ZSMU 2026.04		67.4	100	0.34
Original (SF(DA)²) 2026.04		67	100	0.34
Finetune 2026.04		67	100	0.34
Lipschitz 2026.04		67	39.7	0.51
PADA 2026.04		67	100	0.34
SHOT 2026.04		67	3.2	0.65
Ours 2026.04		67	0	0.67
Nabla Tau 2026.04		66.3	100	0.33
UNSIR 2026.04		65.3	100	0.33