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ResearchFormerly WizWand

Diabetic Retinopathy Grading on EyePACS 1% (train)

68.37Quadratic Weighted KappaLesion-base CL
9.901225.080640.2655.4394Jul 17, 2021
Updated 8mo ago

Evaluation results

MethodLinks
Lesion-base CLEvaluation protocol=Transfer capacity evaluation, Confidence threshold=0.72021.0768.37
Lesion-base CLEvaluation protocol=Transfer capacity evaluation, Confidence threshold=0.82021.0768.14
Lesion-base CLEvaluation protocol=Transfer capacity evaluation, Confidence threshold=0.92021.0766.43
SimCLREvaluation protocol=Transfer capacity evaluation, Input resolution=128 x 1282021.0763.16
SimCLREvaluation protocol=Transfer capacity evaluation, Input resolution=224 x 2242021.0755.43
SupervisedEvaluation protocol=Transfer capacity evaluation2021.0753.36
Lesion-base CLEvaluation protocol=Linear evaluation, Confidence threshold=0.92021.0731.92
Lesion-base CLEvaluation protocol=Linear evaluation, Confidence threshold=0.82021.0726.22
Lesion-base CLEvaluation protocol=Linear evaluation, Confidence threshold=0.72021.0724.72
SimCLREvaluation protocol=Linear evaluation, Input resolution=128 x 1282021.0716.19
SimCLREvaluation protocol=Linear evaluation, Input resolution=224 x 2242021.0712.15