On ten retinal imaging tasks, retina-trained RETFound-DINOv2 edged out larger generalist DINOv2/DINOv3 models, but the average advantage was small.
Insights into Systemic Disease through Retinal Imaging-Based Oculomics
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Generalist versus Specialist Vision Foundation Models for Ocular Disease and Oculomics
On ten retinal imaging tasks, retina-trained RETFound-DINOv2 edged out larger generalist DINOv2/DINOv3 models, but the average advantage was small.