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Benchmarks
Medical Image Analysis on Endo
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67.8
Average Performance
DINOv3
48.248
53.324
58.4
63.476
May 21, 2026
Average Performance
Updated 12d ago
Evaluation Results
Method
Method
Links
Average Performance
DINOv3
Modality=NI, Backbone=...
2026.05
67.8
Director-Experts (DEX)
Modality=MM, Backbone=...
2026.05
65
LVMMed
Modality=MM, Backbone=...
2026.05
64.5
MedSAM
Modality=MM, Backbone=...
2026.05
64.2
MAE
Modality=NI, Backbone=...
2026.05
62.2
CONCH
Modality=Path, Backbon...
2026.05
62.2
PanDerm
Modality=MM, Backbone=...
2026.05
61.9
DINOv2
Modality=NI, Backbone=...
2026.05
60.8
MAE-MedVerse
Modality=MM, Backbone=...
2026.05
59.7
USFM
Modality=US, Backbone=...
2026.05
59.5
RETFound
Modality=OCT, Backbone...
2026.05
59.5
PLIP
Modality=Path, Backbon...
2026.05
55.9
scratch
Modality=scratch, Back...
2026.05
49
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