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Class Unlearning on CUB
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41.21
Acc (Forget, BF)
ZSL-CLIP
40.9292
41.0021
41.075
41.1479
Dec 16, 2025
Acc (Forget, BF)
Acc (Forget, AF)
Acc (Retain, BF)
Acc (Retain, AF)
MIA Score
Updated 1mo ago
Evaluation Results
Method
Method
Links
Acc (Forget, BF)
Acc (Forget, AF)
Acc (Retain, BF)
Acc (Retain, AF)
MIA Score
ZSL-CLIP
2025.12
41.21
3.08
34.43
18.91
22.61
Lip
2025.12
41.21
8.91
34.43
10.34
8.21
Emb
2025.12
41.21
5.1
34.43
13.4
15.08
Amns
2025.12
41.21
7.9
34.43
16.34
15.22
EMMN
2025.12
41.21
10.1
34.43
16.12
12.8
CCUP
2025.12
40.94
0
38.5
25.6
28.04
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