Diabetic Retinopathy Grading on EyePACS 10% (train)
77.49Quadratic Weighted KappaLesion-base CL
Evaluation Results
| Method | Links | |
|---|---|---|
| Lesion-base CLEvaluation protocol=Transfer capacity evaluation, Confidence threshold=0.82021.07 | 77.49 | |
| Lesion-base CLEvaluation protocol=Transfer capacity evaluation, Confidence threshold=0.72021.07 | 77.34 | |
| Lesion-base CLEvaluation protocol=Transfer capacity evaluation, Confidence threshold=0.92021.07 | 76.93 | |
| SupervisedEvaluation protocol=Transfer capacity evaluation2021.07 | 76.35 | |
| SimCLREvaluation protocol=Transfer capacity evaluation, Input resolution=128 x 1282021.07 | 76.33 | |
| SimCLREvaluation protocol=Transfer capacity evaluation, Input resolution=224 x 2242021.07 | 75.15 | |
| Lesion-base CLEvaluation protocol=Linear evaluation, Confidence threshold=0.92021.07 | 60.7 | |
| Lesion-base CLEvaluation protocol=Linear evaluation, Confidence threshold=0.82021.07 | 56.3 | |
| Lesion-base CLEvaluation protocol=Linear evaluation, Confidence threshold=0.72021.07 | 53.33 | |
| SimCLREvaluation protocol=Linear evaluation, Input resolution=128 x 1282021.07 | 31.62 | |
| SimCLREvaluation protocol=Linear evaluation, Input resolution=224 x 2242021.07 | 29.94 |