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Benchmarks
Attribute Classification on CelebA (T=a, S=br)
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82.52
Accuracy
FairViT
76.2384
77.8692
79.5
81.1308
Feb 5, 2026
Accuracy
Balance Accuracy
Equal Opportunity Error (e-2)
Demographic Parity Error (DPe-1)
Updated 4d ago
Evaluation Results
Method
Method
Links
Accuracy
Balance Accuracy
Equal Opportunity Error (e-2)
Demographic Parity Error (DPe-1)
FairViT
2026.02
82.52
81.56
0.021
0.007
SHASAM
Function=FLCMI, Backbo...
2026.02
80.7
79.42
0.0206
0.0087
FSCL
2026.02
78.85
78.06
0.0265
0.0099
TADeT
2026.02
78.49
77.42
0.0378
0.0106
FSCL+
2026.02
78.02
77.37
0.0179
0.0083
TADeT-MMD
2026.02
77.97
75.64
0.0227
0.0149
Vanilla
2026.02
76.48
74.55
0.0361
0.019
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