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Papers Benchmarks Datasets Tasks

Ophthalmic Disease Classification research benchmarks · SOTA2 Research

Ophthalmic Disease Classification

Benchmarks

Dataset NameSOTA MethodSort

Dataset NameSOTA methodMetricTrendResultsLast Updated

The Eye Disease Image Dataset (val)

99.45AUC

12

May 18, 2026

Swin-Poly Transformer

97.1F1 Score

4

May 18, 2026

MobileNet and DenseNet121

98.45Precision

4

May 18, 2026

Context-aware multi-patch embedded DeiT

99.24AUC

1

May 18, 2026

Popular datasets

OCTDL EDD OCTDL+EDD The Eye Disease Image Dataset

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