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Single-Class Unlearning on Office 31 D -> W
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81.9
Accuracy ($A_{D_T}^r$)
Unlearned(+)
67.34
71.12
74.9
78.68
Apr 9, 2026
Accuracy ($A_{D_T}^r$)
Accuracy ($A_{D_T}^f$)
Score
Updated 9d ago
Evaluation Results
Method
Method
Links
Accuracy ($A_{D_T}^r$)
Accuracy ($A_{D_T}^f$)
Score
Unlearned(+)
2026.04
81.9
100
41
Retrain
2026.04
78.4
0
78
Original (SF(DA)²)
2026.04
76.4
100
38
ZSMU
2026.04
76.2
100
38
Ours
2026.04
76.2
0
76
Finetune
2026.04
76
100
38
PADA
2026.04
75.8
100
38
Nabla Tau
2026.04
75.3
0
75
SHOT
2026.04
75.1
1.6
74
Lipschitz
2026.04
74.5
33.3
62
UNSIR
2026.04
67.9
0
68
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