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ResearchFormerly WizWand

Diabetic Retinopathy Grading on EyePACS 25% (train)

80.74Quadratic Weighted KappaLesion-base CL
35.676847.375959.07570.7741Jul 17, 2021
Updated 8mo ago

Evaluation results

MethodLinks
Lesion-base CLEvaluation protocol=Transfer capacity evaluation, Confidence threshold=0.82021.0780.74
Lesion-base CLEvaluation protocol=Transfer capacity evaluation, Confidence threshold=0.72021.0780.34
Lesion-base CLEvaluation protocol=Transfer capacity evaluation, Confidence threshold=0.92021.0780.27
SupervisedEvaluation protocol=Transfer capacity evaluation2021.0779.85
SimCLREvaluation protocol=Transfer capacity evaluation, Input resolution=128 x 1282021.0779.59
SimCLREvaluation protocol=Transfer capacity evaluation, Input resolution=224 x 2242021.0777.32
Lesion-base CLEvaluation protocol=Linear evaluation, Confidence threshold=0.92021.0763.45
Lesion-base CLEvaluation protocol=Linear evaluation, Confidence threshold=0.82021.0762.49
Lesion-base CLEvaluation protocol=Linear evaluation, Confidence threshold=0.72021.0761.55
SimCLREvaluation protocol=Linear evaluation, Input resolution=224 x 2242021.0737.86
SimCLREvaluation protocol=Linear evaluation, Input resolution=128 x 1282021.0737.41