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EyePACS

Benchmarks

Task NameDataset NameSOTA ResultTrend
Diabetic Retinopathy DiagnosisEyePACS In-Domain
AUC97.7
36
Medical Image ClassificationEyePACs
F1 Score50.29
12
Diabetic Retinopathy GradingEyePACS 100% (train)
Quadratic Weighted Kappa83.22
11
Diabetic Retinopathy GradingEyePACS 25% (train)
Quadratic Weighted Kappa80.74
11
Diabetic Retinopathy GradingEyePACS 10% (train)
Quadratic Weighted Kappa77.49
11
Diabetic Retinopathy GradingEyePACS 5% (train)
QW Kappa75.4
11
Diabetic Retinopathy GradingEyePACS 1% (train)
Quadratic Weighted Kappa68.37
11
Diabetic Retinopathy GradingEyePACS (test)
Accuracy80
10
ClassificationEyePACS
Client 1 Accuracy86.94
8
DR gradingEyePACS (External val)
Kappa0.705
6
Image SynthesisEyePACs
Inception Score7.615
6
Diabetic Retinopathy GradingEyePACS
Accuracy77.8
5
Diabetic Retinopathy gradingEyepacs (held-out)
Accuracy74.8
5
DR gradingEyepacs (test)
Quadratic Weighted Kappa80.78
5
Diabetic Retinopathy gradingEYEPACS Source Domain (Generalization to other domains)
Accuracy62.5
4
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