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Benchmarks
Medical Image Analysis on 26 Medical Downstream Tasks
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78.4
Average Performance
Director-Experts (DEX)
58.224
63.462
68.7
73.938
May 21, 2026
Average Performance
Updated 12d ago
Evaluation Results
Method
Method
Links
Average Performance
Director-Experts (DEX)
Modality=MM, Backbone=...
2026.05
78.4
PanDerm
Modality=MM, Backbone=...
2026.05
75.4
LVMMed
Modality=MM, Backbone=...
2026.05
75.4
DINOv3
Modality=NI, Backbone=...
2026.05
75.2
CONCH
Modality=Path, Backbon...
2026.05
74.2
RETFound
Modality=OCT, Backbone...
2026.05
73.6
MedSAM
Modality=MM, Backbone=...
2026.05
73.5
MAE
Modality=NI, Backbone=...
2026.05
73.3
MAE-MedVerse
Modality=MM, Backbone=...
2026.05
73.1
DINOv2
Modality=NI, Backbone=...
2026.05
72.7
USFM
Modality=US, Backbone=...
2026.05
70.1
PLIP
Modality=Path, Backbon...
2026.05
66.5
scratch
Modality=scratch, Back...
2026.05
59
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