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Benchmarks
Vision-Language Medical Classification on Harvard-FairVLMed Race (test)
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67.75
F1
FairEnc
62.8932
64.1541
65.415
66.6759
May 6, 2026
F1
ES-F1
F1 (Asian)
F1 (Black)
F1 (White)
Worst Group F1
Updated 27d ago
Evaluation Results
Method
Method
Links
F1
ES-F1
F1 (Asian)
F1 (Black)
F1 (White)
Worst Group F1
FairEnc
Testing mode=Zero-shot
2026.05
67.75
65.05
67.58
69.76
67.38
67.38
JTT CLIP
Testing mode=Zero-shot
2026.05
64.45
62.38
65.17
65.89
64.1
64.1
CLIP
Testing mode=Zero-shot
2026.05
63.99
60.58
67.41
65.09
63.39
63.39
FairCLIP
Testing mode=Zero-shot
2026.05
63.45
60.25
66.13
65.06
62.82
62.82
FairMoE
Testing mode=Zero-shot
2026.05
63.21
60.24
65.83
63.61
62.91
62.91
Robust FairCLIP
Testing mode=Zero-shot
2026.05
63.08
59.94
65.65
63.32
62.66
62.66
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