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Benchmarks
Gender Classification on FairFace
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1.185
Max/Min
CLIP
1.1744
1.24595
1.3175
1.38905
Dec 11, 2025
Max/Min
Overall Accuracy
Difference of Bias (DoB)
Updated 4d ago
Evaluation Results
Method
Method
Links
Max/Min
Overall Accuracy
Difference of Bias (DoB)
CLIP
Label=B
2025.12
1.185
87.16
4.82
Image-Text Fusion Approach
Label=Ours
2025.12
1.204
87.67
4.22
Multi-Tasking
Label=A
2025.12
1.23
84.54
5.92
Self-Consistency
Label=C
2025.12
1.45
83.13
8.04
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