Disease Screening on JSIEC (test)
98.06AUROCEviScreen
Evaluation Results
| Method | Links | ||||||
|---|---|---|---|---|---|---|---|
| EviScreenvariant=Ours2026.05 | 98.06 | 96.1 | 94.74 | 91.62 | 91.27 | 88.95 | |
| EviScreenvariant=Ours-TF2026.05 | 96.76 | 94.2 | 91.48 | 87.74 | 87.33 | 85.07 | |
| FM2026.05 | 95.84 | 94.24 | 87.95 | 79.29 | 78.39 | 80.02 | |
| NFM-DRA2026.05 | 95.53 | 93.23 | 90.37 | 84.07 | 82.96 | 81.61 | |
| PatchCorefoundation models=same as Ours2026.05 | 94.96 | 89.61 | 87.26 | 83.31 | 82.34 | 68.7 | |
| SCRD4AD2026.05 | 94.88 | 89.85 | 88.5 | 78.74 | 78.46 | 70.72 | |
| CIPL2026.05 | 94.83 | 91.36 | 87.33 | 79.57 | 78.6 | 73.41 | |
| DRA2026.05 | 92.53 | 89.53 | 80.12 | 71.88 | 71.12 | 69.81 | |
| PatchCorefoundation models=standard2026.05 | 92.12 | 86.62 | 81.09 | 74.31 | 73.75 | 68.67 | |
| EDC2026.05 | 79.12 | 71.44 | 51.45 | 43.01 | 42.11 | 37.16 | |
| SimpleNet2026.05 | 73.73 | 57.66 | 53.81 | 49.31 | 49.1 | 38.27 |