Polyp Segmentation on Overall Combined Datasets
0.844mDiceAdaptively Distilled ControlNet
Evaluation results
| Method | Links | ||
|---|---|---|---|
| Adaptively Distilled ControlNetSegmentation Baseline=Polyp-PVT2025.07 | 0.844 | 0.773 | |
| ArSDMSegmentation Baseline=Polyp-PVT2025.07 | 0.84 | 0.767 | |
| Polyp-PVTSegmentation Baseline=Polyp-PVT2025.07 | 0.833 | 0.76 | |
| Copy-PasteSegmentation Baseline=Polyp-PVT2025.07 | 0.828 | 0.756 | |
| T2I-AdapterSegmentation Baseline=Polyp-PVT2025.07 | 0.824 | 0.751 | |
| ControlNetSegmentation Baseline=Polyp-PVT2025.07 | 0.823 | 0.746 | |
| Adaptively Distilled ControlNetSegmentation Baseline=SANet2025.07 | 0.82 | 0.749 | |
| ArSDMSegmentation Baseline=SANet2025.07 | 0.815 | 0.741 | |
| Copy-PasteSegmentation Baseline=SANet2025.07 | 0.811 | 0.737 | |
| T2I-AdapterSegmentation Baseline=SANet2025.07 | 0.811 | 0.733 | |
| SinGANSegmentation Baseline=Polyp-PVT2025.07 | 0.801 | 0.73 | |
| SinGANSegmentation Baseline=SANet2025.07 | 0.8 | 0.726 | |
| ControlNetSegmentation Baseline=SANet2025.07 | 0.8 | 0.722 | |
| Adaptively Distilled ControlNetSegmentation Baseline=nnUNet2025.07 | 0.795 | 0.727 | |
| SANetSegmentation Baseline=SANet2025.07 | 0.794 | 0.714 | |
| Copy-PasteSegmentation Baseline=nnUNet2025.07 | 0.787 | 0.715 | |
| ArSDMSegmentation Baseline=nnUNet2025.07 | 0.786 | 0.717 | |
| nnUNetSegmentation Baseline=nnUNet2025.07 | 0.783 | 0.709 | |
| T2I-AdapterSegmentation Baseline=nnUNet2025.07 | 0.78 | 0.709 | |
| ControlNetSegmentation Baseline=nnUNet2025.07 | 0.759 | 0.688 | |
| SinGANSegmentation Baseline=nnUNet2025.07 | 0.752 | 0.693 |