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Benchmarks
Vision-Language Medical Classification on Harvard-FairVLMed Gender (test)
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67.75
F1
FairEnc
62.2692
63.6921
65.115
66.5379
May 6, 2026
F1
ES-F1
F1 (Female Group)
F1 (Male Group)
Worst Group F1
Updated 27d ago
Evaluation Results
Method
Method
Links
F1
ES-F1
F1 (Female Group)
F1 (Male Group)
Worst Group F1
FairEnc
Testing mode=Zero-shot
2026.05
67.75
64.51
65.46
70.51
65.46
FairMoE
Testing mode=Zero-shot
2026.05
67.19
64.1
65.01
69.84
65.01
JTT CLIP
Testing mode=Zero-shot
2026.05
64.45
62.25
62.84
66.35
62.84
CLIP
Testing mode=Zero-shot
2026.05
63.99
59.8
60.81
67.82
60.81
FairCLIP
Testing mode=Zero-shot
2026.05
62.52
59.72
60.41
65
60.41
Robust FairCLIP
Testing mode=Zero-shot
2026.05
62.48
59.33
60.05
65.37
60.05
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