Disease Screening on Derm12345 (test)
97.43AUROCEviScreen
Evaluation Results
| Method | Links | ||||||
|---|---|---|---|---|---|---|---|
| EviScreenvariant=Ours2026.05 | 97.43 | 34.23 | 90.29 | 85.78 | 78.49 | 77.92 | |
| EviScreenvariant=Ours-TF2026.05 | 97.21 | 37.23 | 88.27 | 80.27 | 70.35 | 69.94 | |
| FM2026.05 | 95.93 | 28.41 | 84.37 | 73.57 | 55.41 | 55.09 | |
| DRA2026.05 | 94.97 | 19.7 | 77.19 | 66.16 | 56.91 | 56.66 | |
| CIPL2026.05 | 94 | 13.37 | 82.04 | 68.08 | 54.95 | 54.74 | |
| NFM-DRA2026.05 | 85.27 | 5.69 | 57.85 | 49.21 | 41.8 | 41.63 | |
| PatchCorefoundation models=same as Ours2026.05 | 84.1 | 3.24 | 57.24 | 50.29 | 46.9 | 46.62 | |
| PatchCorefoundation models=standard2026.05 | 81.59 | 4.49 | 51.56 | 43.5 | 36.82 | 36.67 | |
| EDC2026.05 | 75.71 | 2.79 | 36.49 | 25.1 | 22.15 | 22.04 | |
| SimpleNet2026.05 | 75.33 | 4.22 | 38.1 | 25.95 | 20.94 | 20.84 | |
| SCRD4AD2026.05 | 74.3 | 3.8 | 45.73 | 38.03 | 32.86 | 32.69 |