Pan-cancer Detection on Internal 16 datasets (val)
96.4Lung TumorGF-Screen
Evaluation Results
| Method | Links | ||||||||||
|---|---|---|---|---|---|---|---|---|---|---|---|
| GF-Screenscreening_mode=automatic, Glance model=3D ResNet-18, Focus model=SwinUNETR2026.01 | 96.4 | 91.9 | 96.6 | 100 | 98.2 | 95.1 | 100 | 100 | 85 | 95.9 | |
| SwinUNETRscreening_mode=automatic2026.01 | 92.5 | 90.3 | 88.9 | 96.2 | 97.8 | 91.9 | 99.5 | 93.3 | 72 | 92.5 | |
| nnUNetscreening_mode=automatic2026.01 | 92 | 86.3 | 92.8 | 96.9 | 95.5 | 85.8 | 97.5 | 93.3 | 72.2 | 90.2 | |
| SuPreMscreening_mode=automatic2026.01 | 92 | 86.3 | 92.8 | 97.4 | 96.7 | 85.8 | 97.5 | 93.3 | 72.2 | 90.4 | |
| UniMiSS+screening_mode=automatic2026.01 | 91.1 | 86 | 79.9 | 98.9 | 95.5 | 85.8 | 97.5 | 93.3 | 51.6 | 86.7 | |
| VoCoscreening_mode=automatic2026.01 | 91.1 | 86.3 | 92.8 | 96.2 | 97.8 | 91.9 | 98.8 | 93.3 | 82 | 92.2 | |
| CLIP-drivenscreening_mode=automatic2026.01 | 90.2 | 88.2 | 88.9 | 97.4 | 96.7 | 85.8 | 98.8 | 75.5 | 46.7 | 88.1 | |
| TransUNetscreening_mode=automatic2026.01 | 90.2 | 87.5 | 79.9 | 96.2 | 95.5 | 87.8 | 99.9 | 93.3 | 64.7 | 89.1 | |
| 3D UX-Netscreening_mode=automatic2026.01 | 89.7 | 87.5 | 84.6 | 97.4 | 95.5 | 88.9 | 97.5 | 65.8 | 35.7 | 86.3 | |
| PASTAscreening_mode=automatic2026.01 | 89.7 | 86.3 | 79.9 | 96.2 | 96.7 | 85.8 | 97.5 | 93.3 | 72.2 | 88.6 |