Biomarker Severity Labeling on Biomarker dataset OCT scans
76.5IRF AccuracyPCL
Evaluation Results
| Method | Links | ||||||||||
|---|---|---|---|---|---|---|---|---|---|---|---|
| PCL2026.02 | 76.5 | 0.717 | 80.11 | 0.761 | 59.1 | 0.683 | 76.3 | 0.773 | 51.4 | 0.165 | |
| SLN (number of severity label bins)=200002026.02 | 76.13 | 0.733 | 81.12 | 0.788 | 62.93 | 0.703 | 71.9 | 0.745 | 54.03 | 0.258 | |
| Moco v22026.02 | 76 | 0.72 | 82.24 | 0.793 | 59.6 | 0.692 | 75 | 0.784 | 52.5 | 0.201 | |
| SLN (number of severity label bins)=100002026.02 | 75.46 | 0.732 | 82.35 | 0.796 | 62 | 0.7 | 73.56 | 0.722 | 56.69 | 0.37 | |
| SLN (number of severity label bins)=50002026.02 | 75.2 | 0.698 | 81.46 | 0.786 | 66.83 | 0.695 | 75.39 | 0.756 | 54.7 | 0.314 | |
| SimCLR2026.02 | 75.13 | 0.715 | 80.61 | 0.772 | 59.03 | 0.675 | 75.43 | 0.761 | 52.69 | 0.249 | |
| SLN (number of severity label bins)=150002026.02 | 74.33 | 0.701 | 84.52 | 0.831 | 59.86 | 0.691 | 72.03 | 0.726 | 55.56 | 0.322 |