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Benchmarks
Gender Classification on FairFace level-5 Gaussian noise corrupted (test)
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63.7
Accuracy (s+)
FairSAM
54.5688
56.9394
59.31
61.6806
Mar 29, 2025
Accuracy (s+)
Delta p (s+)
Accuracy (s-)
Delta p (s-)
Accuracy
Delta Accuracy
Delta p
Updated 1mo ago
Evaluation Results
Method
Method
Links
Accuracy (s+)
Delta p (s+)
Accuracy (s-)
Delta p (s-)
Accuracy
Delta Accuracy
Delta p
FairSAM
Test Data=corrupted
2025.03
63.7
-
75.36
-
68.93
11.66
0.72
GroupSAM
Test Data=corrupted
2025.03
62.97
-
68.92
-
65.63
5.95
1.88
SAM
Test Data=corrupted
2025.03
62.09
-
70.49
-
68.85
8.4
2.14
MSAM
Test Data=corrupted
2025.03
60.79
-
64.73
-
62.53
3.94
4.16
Vanilla
Test Data=corrupted
2025.03
56.92
-
62.88
-
59.61
5.96
3.04
GroupDRO
Test Data=corrupted
2025.03
54.92
-
46.8
-
51.27
8.12
14.47
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