Diabetic Retinopathy Grading on EyePACS 1% (train)
68.37Quadratic Weighted KappaLesion-base CL
Evaluation Results
| Method | Links | |
|---|---|---|
| Lesion-base CLEvaluation protocol=Transfer capacity evaluation, Confidence threshold=0.72021.07 | 68.37 | |
| Lesion-base CLEvaluation protocol=Transfer capacity evaluation, Confidence threshold=0.82021.07 | 68.14 | |
| Lesion-base CLEvaluation protocol=Transfer capacity evaluation, Confidence threshold=0.92021.07 | 66.43 | |
| SimCLREvaluation protocol=Transfer capacity evaluation, Input resolution=128 x 1282021.07 | 63.16 | |
| SimCLREvaluation protocol=Transfer capacity evaluation, Input resolution=224 x 2242021.07 | 55.43 | |
| SupervisedEvaluation protocol=Transfer capacity evaluation2021.07 | 53.36 | |
| Lesion-base CLEvaluation protocol=Linear evaluation, Confidence threshold=0.92021.07 | 31.92 | |
| Lesion-base CLEvaluation protocol=Linear evaluation, Confidence threshold=0.82021.07 | 26.22 | |
| Lesion-base CLEvaluation protocol=Linear evaluation, Confidence threshold=0.72021.07 | 24.72 | |
| SimCLREvaluation protocol=Linear evaluation, Input resolution=128 x 1282021.07 | 16.19 | |
| SimCLREvaluation protocol=Linear evaluation, Input resolution=224 x 2242021.07 | 12.15 |