KiTS
Benchmarks
| Task Name | Dataset Name | SOTA Result | Trend | |
|---|---|---|---|---|
| Segmentation | KiTS Tumor | Dice (%)81.7 | 25 | |
| Medical Segmentation | KiTS | DSC0.9441 | 20 | |
| Medical Image Segmentation | KITS | Dice84.7 | 20 | |
| Segmentation | KiTS19 (test) | Dice91.1 | 20 | |
| Medical Image Segmentation | KiTS23 folds 1-4 (dev) | DSC88.2 | 19 | |
| Medical Image Segmentation | KITS17 (test) | Dice Score79.98 | 18 | |
| Visual Segmentation | KiTS23 | KTC Dice Score95.8 | 14 | |
| Tumor Segmentation | KiTS Kidney Tumor 23 | DSC81.39 | 12 | |
| Medical Image Segmentation | KiTS23 | Dice Score70.51 | 11 | |
| Segmentation | KiTS 19 | mDice98 | 11 | |
| Image Segmentation | KiTS19 kidney (tumor) (val) | DSC89.1 | 11 | |
| Image Segmentation | KiTS19 kidney (organ) (val) | DSC97.4 | 11 | |
| 3D CT Segmentation | KiTS 19 | DSC196 | 10 | |
| Semantic Segmentation | KiTS23 (test) | Dice Score88.06 | 10 | |
| Kidney Segmentation | KiTS 2023 (test) | Dice Score0.958 | 10 | |
| Tumor Segmentation | KiTS19 (test) | mDice97.9 | 10 | |
| 3D CT Reconstruction | KiTS19 | PSNR41.38 | 9 | |
| Semantic Segmentation | KiTS 2019 (test) | Organ IoU93.8 | 9 | |
| Kidney Tumor Segmentation | KiTS | Dice77.2 | 8 | |
| Multimodal Segmentation | KiTS | DSC75.91 | 8 | |
| Segmentation | KiTS real CT images | Dice Score91.52 | 8 | |
| Medical Image Synthesis | KiTS 19 | FID63.12 | 7 | |
| Lesion Segmentation | KiTS23 (5-fold cross-validation) | Dice46.14 | 6 | |
| Medical Image Segmentation | KiTS21 | Dice74.01 | 6 | |
| OOD detection | KiTS (test) | AUROC100 | 6 |
Showing 25 of 42 rows