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Benchmarks
Attribute Classification on CelebA T=s, S=m
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94.27
Accuracy
FairViT
88.186
89.7655
91.345
92.9245
Feb 5, 2026
Accuracy
Balanced Accuracy
Equal Opportunity Difference
Demographic Parity Difference
Updated 1mo ago
Evaluation Results
Method
Method
Links
Accuracy
Balanced Accuracy
Equal Opportunity Difference
Demographic Parity Difference
FairViT
2026.02
94.27
94.12
0.0152
0.1205
SHASAM
Function=FLCMI, Backbo...
2026.02
92.87
94.57
0.0117
0.1193
TADeT-MMD
2026.02
92.51
93.03
0.0248
0.129
TADeT
2026.02
90.05
90.68
0.0486
0.1443
FSCL
2026.02
89.37
90.08
0.0176
0.1344
FSCL+
2026.02
88.83
89.02
0.012
0.1263
Vanilla
2026.02
88.42
88.85
0.0491
0.1489
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