ResearchTasksOphthalmic Disease ClassificationOphthalmic Disease ClassificationFollowBenchmarksDatasetSOTA methodSortMost resultsRecently updatedMost papersApplyDatasetSOTA methodMetricTrendResultsLast updatedThe Eye Disease Image Dataset (val)Proposed Model99.45AUC12May 18, 2026OCTDLSwin-Poly Transformer97.1F1 Score4May 18, 2026EDDMobileNet and DenseNet12198.45Precision4May 18, 2026OCTDL+EDDContext-aware multi-patch embedded DeiT99.24AUC1May 18, 2026