Tumor Segmentation on KiTS19 (test)
97.9mDiceAdaptively Distilled ControlNet
Evaluation Results
| Method | Links | ||||
|---|---|---|---|---|---|
| Adaptively Distilled ControlNetBackbone=nnUNet2025.07 | 97.9 | 96 | 99.6 | 97.8 | |
| Real DatasetBackbone=nnUNet2025.07 | 96.5 | 93.4 | 99.3 | 96.4 | |
| Copy-PasteBackbone=nnUNet2025.07 | 96.5 | 93.6 | 99.3 | 96 | |
| T2I-AdapterBackbone=nnUNet2025.07 | 96.3 | 93.6 | 99.8 | 95.8 | |
| ControlNetBackbone=nnUNet2025.07 | 96.1 | 93.2 | 99.8 | 95.8 | |
| Adaptively Distilled ControlNetBackbone=TransUNet2025.07 | 95.2 | 91.1 | 99 | 93.8 | |
| ControlNetBackbone=TransUNet2025.07 | 94.6 | 90 | 99 | 93.9 | |
| T2I-AdapterBackbone=TransUNet2025.07 | 94.5 | 89.9 | 99 | 92.6 | |
| Copy-PasteBackbone=TransUNet2025.07 | 93.3 | 87.7 | 98.7 | 91.5 | |
| Real DatasetBackbone=TransUNet2025.07 | 92.8 | 86.9 | 98.6 | 91.5 |