A head-to-head benchmark shows DINOv2 generally outperforms RETFound on ocular disease detection, while RETFound is superior for predicting systemic disease incidence from retinal images.
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Is an Ultra Large Natural Image-Based Foundation Model Superior to a Retina-Specific Model for Detecting Ocular and Systemic Diseases?
A head-to-head benchmark shows DINOv2 generally outperforms RETFound on ocular disease detection, while RETFound is superior for predicting systemic disease incidence from retinal images.