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Single-Class Unlearning on Office 31 A -> D

79.1Retained Performance (A->D)

Finetune

Updated 9d ago

Evaluation Results

Method	Links
Finetune 2026.04		79.1	88.2	42
Retrain 2026.04		79	0	79
Original (SF(DA)²) 2026.04		78.7	91.9	41
Ours 2026.04		77.9	0	78
ZSMU 2026.04		77.6	87.8	41
Lipschitz 2026.04		77.4	42.3	55
PADA 2026.04		77.2	92.3	40
SHOT 2026.04		77	54.9	50
Nabla Tau 2026.04		69.2	0	69
Unlearned(+) 2026.04		59.5	100	30
UNSIR 2026.04		40.5	0	41