Single-Class Unlearning on Office 31 Average benchmark leaderboard · SOTA2 Research

Single-Class Unlearning on Office 31 Average

74.8Average Accuracy (r)Retrain

Evaluation Results

Method	Links
Retrain2026.04		74.8	0	75
Ours2026.04		74.2	0	74
Original (SF(DA)²)2026.04		74.1	97.1	38
Unlearned(+)2026.04		74.1	96.8	38
Finetune2026.04		73.8	96.2	38
ZSMU2026.04		73.6	96	38
PADA2026.04		73.3	97.4	37
SHOT2026.04		72.7	19.8	62
Lipschitz2026.04		71.5	34.3	57
Nabla Tau2026.04		70.6	35.3	58
UNSIR2026.04		60.4	27.8	51