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Diabetic Retinopathy Grading on EyePACS 10% (train)

77.49Quadratic Weighted KappaLesion-base CL
28.03840.876553.71566.5535Jul 17, 2021

Evaluation results

MethodLinks
Lesion-base CLEvaluation protocol=Transfer capacity evaluation, Confidence threshold=0.82021.0777.49
Lesion-base CLEvaluation protocol=Transfer capacity evaluation, Confidence threshold=0.72021.0777.34
Lesion-base CLEvaluation protocol=Transfer capacity evaluation, Confidence threshold=0.92021.0776.93
SupervisedEvaluation protocol=Transfer capacity evaluation2021.0776.35
SimCLREvaluation protocol=Transfer capacity evaluation, Input resolution=128 x 1282021.0776.33
SimCLREvaluation protocol=Transfer capacity evaluation, Input resolution=224 x 2242021.0775.15
Lesion-base CLEvaluation protocol=Linear evaluation, Confidence threshold=0.92021.0760.7
Lesion-base CLEvaluation protocol=Linear evaluation, Confidence threshold=0.82021.0756.3
Lesion-base CLEvaluation protocol=Linear evaluation, Confidence threshold=0.72021.0753.33
SimCLREvaluation protocol=Linear evaluation, Input resolution=128 x 1282021.0731.62
SimCLREvaluation protocol=Linear evaluation, Input resolution=224 x 2242021.0729.94