Single-Class Unlearning on Office 31 A -> W benchmark leaderboard · SOTA2 Research

Single-Class Unlearning on Office 31 A -> W

82Accuracy (Target Domain)Retrain

Evaluation Results

Method	Links
Retrain2026.04		82	0	82
Nabla Tau2026.04		81.8	36.5	62
SHOT2026.04		81.8	6.4	77
ZSMU2026.04		81.6	100	41
PADA2026.04		81.4	100	41
Original (SF(DA)²)2026.04		81.2	100	41
Finetune2026.04		81.2	100	41
Ours2026.04		81.2	0	81
Lipschitz2026.04		79	15.9	70
Unlearned(+)2026.04		77	100	39
UNSIR2026.04		75.5	0	76