FOCUS: Benchmarking Retinal Model Generalization from Foundation Vision Encoders to Multimodal LLMs.

arXiv:2609.33158v2 Announce Type: replace-cross Abstract: Progress in AI-based retinal image analysis has accelerated with the adoption of foundation models, yet evaluating their real-world reliability remains challenging. Performance reported on a single data