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Vision-Language Medical Classification on Harvard-FairVLMed Ethnicity (test)
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67.75
F1 Score
FairEnc
60.5636
62.4293
64.295
66.1607
May 6, 2026
F1 Score
ES F1 Score
F1 Score (Non-Hispanic Group)
F1 Score (Hispanic Group)
Worst Group F1 Score
Updated 27d ago
Evaluation Results
Method
Method
Links
F1 Score
ES F1 Score
F1 Score (Non-Hispanic Group)
F1 Score (Hispanic Group)
Worst Group F1 Score
FairEnc
Testing mode=Zero-shot
2026.05
67.75
64.33
67.96
62.42
62.42
JTT CLIP
Testing mode=Zero-shot
2026.05
64.45
61.82
64.6
60.32
60.32
CLIP
Testing mode=Zero-shot
2026.05
63.99
60.65
64.2
58.65
58.65
Robust FairCLIP
Testing mode=Zero-shot
2026.05
63.76
57.81
64.16
53.69
53.69
FairCLIP
Testing mode=Zero-shot
2026.05
61.31
58.91
61.46
57.4
57.4
FairMoE
Testing mode=Zero-shot
2026.05
60.84
58.81
60.83
60.35
60.35
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