KiTS
Benchmarks
| Task Name | Dataset Name | SOTA Result | Trend | |
|---|---|---|---|---|
| Segmentation | KiTS19 (test) | Dice91.1 | 20 | |
| Medical Image Segmentation | KITS17 (test) | Dice Score79.98 | 18 | |
| Medical Image Segmentation | KITS | Dice84.7 | 17 | |
| Tumor Segmentation | KiTS Kidney Tumor 23 | DSC81.39 | 12 | |
| Medical Segmentation | KiTS | DSC0.268 | 11 | |
| Image Segmentation | KiTS19 kidney (tumor) (val) | DSC89.1 | 11 | |
| Image Segmentation | KiTS19 kidney (organ) (val) | DSC97.4 | 11 | |
| Tumor Segmentation | KiTS19 (test) | mDice97.9 | 10 | |
| 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 | |
| OOD detection | KiTS (test) | AUROC100 | 6 | |
| Lesion Segmentation | KiTS 23 | BBox Score86.8 | 6 | |
| Kidney and Tumor Segmentation | KiTS 2019 (val) | Kidney Dice97.37 | 6 | |
| Medical Image Segmentation | KiTS 4 labeled 2019 (test) | PAvPU87.7 | 5 | |
| Medical Image Segmentation | KiTS 16 labeled 2019 (test) | PAvPU89.7 | 5 | |
| Medical Image Synthesis | KiTS 19 | FID69.24 | 3 | |
| Persistent Homology Computation | KiTS 19 | Time (s)0.26 | 2 | |
| Patch Summarization | KiTS19 | Accuracy87.14 | 2 | |
| Semantic Segmentation | KiTS19 (val) | DSC91.02 | 1 | |
| Kidney Tumor Segmentation | KiTS 20 (val) | Metric- | 0 |
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