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ResearchFormerly WizWand

Medical Image Analysis on OCT 2 tasks

87.6Average PerformanceRETFound
4656.867.678.4May 21, 2026
Updated 5mo ago

Evaluation results

MethodLinks
RETFoundModality=OCT, Backbone=ViT-L, Data size=736K2026.0587.6
Director-Experts (DEX)Modality=MM, Backbone=ViT-B, Data size=4.97M2026.0587.5
DINOv3Modality=NI, Backbone=ViT-B, Data size=1.7B2026.0585
PanDermModality=MM, Backbone=ViT-B, Data size=2.15M2026.0581
DINOv2Modality=NI, Backbone=ViT-B, Data size=120M2026.0580.9
LVMMedModality=MM, Backbone=ViT-B, Data size=1.3M2026.0580.9
CONCHModality=Path, Backbone=ViT-B, Data size=1.17M, Supervision Type=paired text or labels2026.0580.2
MAE-MedVerseModality=MM, Backbone=ViT-B, Data size=4.97M2026.0579.7
MAEModality=NI, Backbone=ViT-B, Data size=1.28M2026.0576.4
USFMModality=US, Backbone=ViT-B, Data size=2.19M2026.0573.5
PLIPModality=Path, Backbone=ViT-B, Data size=208K, Supervision Type=paired text or labels2026.0568.6
MedSAMModality=MM, Backbone=ViT-B, Data size=1.57M, Supervision Type=paired text or labels2026.0567.8
scratchModality=scratch, Backbone=ViT-B, Data size=-2026.0547.6