Categories Companies Research

Loading the SOTA2 catalog…

Explore

Categories Companies Research

Contribute

Join SOTA2 Contact

SOTA2

© 2026 SOTA2

Build in Bellevue, USA

WizWand is now SOTA2 Research

Papers Benchmarks Datasets Tasks

APTOS dataset and benchmarks – Page 2 · SOTA2 Research

Research Datasets

APTOS

Benchmarks

Task NameDataset NameSOTA MethodSort

Task NameDataset NameSOTA ResultTrendResults

5-class grading

APTOS 2019 (Stratified 5-fold CV)

0.967QWK

5

Diabetic Retinopathy Classification

APTOS 2019 (test)

97.8Accuracy

5

Binary Classification

APTOS 2019 (test)

98.5Accuracy

4

Image Classification

APTOS Retinology Fundus

93.43Accuracy

4

Diabetic Retinopathy grading

APTOS

94.8AUROC

4

Diabetic Retinopathy grading

APTOS Source Domain Generalization to other domains

59.9Accuracy

4

Binary Diabetic Retinopathy classification

APTOS (test)

90.55Accuracy

1

Page 2 of 2

Popular tasks

Diabetic Retinopathy Grading Medical Image Classification Diabetic Retinopathy Classification Image Classification Ordinal Classification

Follow for updates

Join SOTA2 Contact