Kidney and Tumor Segmentation on KiTS 2019 (val)
97.37Kidney DiceIsensee and Maier-Hein
Evaluation results
| Method | Links | |||||
|---|---|---|---|---|---|---|
| Isensee and Maier-Heinimage_type=CECT2023.12 | 97.37 | — | 85.09 | — | 91.23 | |
| Our baseline modelimage_type=CECT, framework=JAX (v.0.4.1), library=Haiku (v.0.0.9), GPU=NVIDIA RTX A50002023.12 | 97.28 | — | 79.35 | — | 88.32 | |
| TumorCP + ImgDAAugmentation=TumorCP + Image-level2021.07 | 97.15 | 0.09 | 84.75 | 2.32 | — | |
| ImgDAAugmentation=Image-level2021.07 | 97.06 | 0 | 82.43 | 0 | — | |
| TumorCPAugmentation=TumorCP2021.07 | 96.86 | 0.24 | 79.71 | 7.12 | — | |
| noDAAugmentation=None2021.07 | 96.62 | 0 | 72.59 | 0 | — |