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

Single-Class Unlearning on Office 31 W -> A

80.5Accuracy (Retained)Unlearned(+)

Evaluation Results

Method	Links
Unlearned(+)2026.04		80.5	90.2	0.42
Retrain2026.04		67.4	0	0.67
ZSMU2026.04		67.4	100	0.34
Original (SF(DA)²)2026.04		67	100	0.34
Finetune2026.04		67	100	0.34
Lipschitz2026.04		67	39.7	0.51
PADA2026.04		67	100	0.34
SHOT2026.04		67	3.2	0.65
Ours2026.04		67	0	0.67
Nabla Tau2026.04		66.3	100	0.33
UNSIR2026.04		65.3	100	0.33