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ResearchFormerly WizWand

Medical Image Analysis on X-ray 6 tasks

85.9Average PerformanceDirector-Experts (DEX)
76.22878.73981.2583.761May 21, 2026
Updated 5mo ago

Evaluation results

MethodLinks
Director-Experts (DEX)Modality=MM, Backbone=ViT-B, Data size=4.97M2026.0585.9
PanDermModality=MM, Backbone=ViT-B, Data size=2.15M2026.0584.9
LVMMedModality=MM, Backbone=ViT-B, Data size=1.3M2026.0584.9
DINOv3Modality=NI, Backbone=ViT-B, Data size=1.7B2026.0584.7
CONCHModality=Path, Backbone=ViT-B, Data size=1.17M, Supervision Type=paired text or labels2026.0584.4
DINOv2Modality=NI, Backbone=ViT-B, Data size=120M2026.0584.1
MAE-MedVerseModality=MM, Backbone=ViT-B, Data size=4.97M2026.0584.1
MAEModality=NI, Backbone=ViT-B, Data size=1.28M2026.0584
MedSAMModality=MM, Backbone=ViT-B, Data size=1.57M, Supervision Type=paired text or labels2026.0583.8
RETFoundModality=OCT, Backbone=ViT-L, Data size=736K2026.0583.6
USFMModality=US, Backbone=ViT-B, Data size=2.19M2026.0583.3
PLIPModality=Path, Backbone=ViT-B, Data size=208K, Supervision Type=paired text or labels2026.0583.1
scratchModality=scratch, Backbone=ViT-B, Data size=-2026.0576.6