Chest CT
Benchmarks
| Task Name | Dataset Name | SOTA Result | Trend | |
|---|---|---|---|---|
| Medical Image Registration | Chest CT | DSC (35)56.69 | 13 | |
| Cross-phase Registration | Chest CT CE-to-NC (test) | Dice Score51.15 | 12 | |
| Intra-phase Registration | Chest CT CE-to-CE (test) | Dice Score0.5442 | 12 | |
| Localization | Chest CT (test) | AUPRC0.535 | 10 | |
| Bag-level whole-scan classification | Chest CT (test) | AUROC70 | 9 | |
| Whole-scan classification | Chest CT (test) | AUPRC47.7 | 9 | |
| Chest CT Finding Classification | Chest CT Weill Cornell Medicine cohort (test) | Overall Average AUC77.6 | 8 | |
| Chest CT Finding Classification | Chest CT Columbia University cohort (test) | Overall Average AUC79.3 | 8 | |
| Inter-subject Image Registration | Chest CT lung | DSC92 | 7 | |
| 3D Chest CT Image Generation | Chest CT GenerateCT evaluation framework | FID-6.7 | 6 |
Showing 10 of 10 rows