Abdomen CT
Benchmarks
| Task Name | Dataset Name | SOTA Result | Trend | |
|---|---|---|---|---|
| Image Registration | Abdomen CT (inter-subject) | Dice Coefficient7,453 | 15 | |
| Medical Image Registration | Abdomen CT Learn2Reg | DSC (13 structures)55.32 | 13 | |
| 3D Abdominal Organ Segmentation | Abdomen CT | Dice Score87.18 | 13 | |
| Few-Shot 3D Volumetric Segmentation | Abdomen-CT Setting 2 | Dice (LK)85.73 | 13 | |
| Inter-subject Registration | Abdomen CT Learn2Reg 2020 (test) | Dice0.5681 | 12 | |
| Localization | Abdomen CT (test) | AUPRC28.5 | 10 | |
| Bag-level whole-scan classification | Abdomen CT (test) | AUROC0.776 | 9 | |
| Whole-scan classification | Abdomen CT (test) | AUPRC25.2 | 9 | |
| Few-Shot 3D Volumetric Segmentation | Abdomen-CT Setting 1 | Dice (LK)87.22 | 9 | |
| Medical Image Registration | Abdomen CT inter- and intra-subject | DSC 1351.17 | 8 | |
| 3D Segmentation | Abdomen CT 3D | DSC87.19 | 7 | |
| Inter-subject Image Registration | Abdomen CT 9 organs | DSC55.6 | 7 |
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