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Single-Class SCADA Unlearning on DomainNet r → c
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17.3
ADT (r → c)
UNSIR
15.352
28.501
41.65
54.799
Apr 9, 2026
ADT (r → c)
ADT (f → c)
Score
Updated 9d ago
Evaluation Results
Method
Method
Links
ADT (r → c)
ADT (f → c)
Score
UNSIR
Forget class=cF = 1
2026.04
17.3
0
17
Nabla Tau
Forget class=cF = 1
2026.04
40.5
0
40
Lipschitz
Forget class=cF = 1
2026.04
49.6
2
48
ZSMU
Forget class=cF = 1
2026.04
58.3
7.5
54
PADA
Forget class=cF = 1
2026.04
59.8
30.4
46
Ours
Forget class=cF = 1
2026.04
62.1
0
62
SF(DA)2
Forget class=cF = 1
2026.04
65.1
17.5
55
SHOT
Forget class=cF = 1
2026.04
65.2
17.5
55
Retrain
Forget class=cF = 1
2026.04
65.4
0
65
Finetune
Forget class=cF = 1
2026.04
65.8
5.7
62
Unlearned(+)
Forget class=cF = 1
2026.04
66
11.8
59
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