Share your thoughts, 1 month free Claude Pro on us
See more
Home
/
Benchmarks
Vision-Language Medical Classification on Harvard-FairVLMed Language (test)
Loading...
67.75
F1 Score (Overall)
FairEnc
62.0404
63.5227
65.005
66.4873
May 6, 2026
F1 Score (Overall)
F1 Score (Spanish Group)
F1 Score (English Group)
F1 Score (Other Group)
F1 Score (Worst Group)
Updated 27d ago
Evaluation Results
Method
Method
Links
F1 Score (Overall)
F1 Score (Spanish Group)
F1 Score (English Group)
F1 Score (Other Group)
F1 Score (Worst Group)
FairEnc
Testing mode=Zero-shot
2026.05
67.75
62.63
68.16
62.49
62.49
JTT CLIP
Testing mode=Zero-shot
2026.05
64.45
58.21
64.87
59.32
59.32
CLIP
Testing mode=Zero-shot
2026.05
63.99
56.76
64.51
58.63
56.96
FairCLIP
Testing mode=Zero-shot
2026.05
62.94
56.76
63.32
60.72
54.93
Robust FairCLIP
Testing mode=Zero-shot
2026.05
62.54
53.86
63.12
56.82
52.76
FairMoE
Testing mode=Zero-shot
2026.05
62.26
56.56
62.46
60.82
60.82
Feedback
Search any
task
Search any
task
