Colorectal Histopathology Segmentation on DigestPath Patch
97.69AccuracySAGE-ConvNeXt+ViT-UNet
Evaluation results
| Method | Links | |||||
|---|---|---|---|---|---|---|
| SAGE-ConvNeXt+ViT-UNet2025.11 | 97.69 | 90.21 | 92.66 | 60.67 | 79.48 | |
| SegFormer2025.11 | 96.99 | 84.54 | 87.66 | 115.75 | 76.54 | |
| TransAttUNet2025.11 | 96.86 | 80.37 | 83.69 | 126.87 | 71.37 | |
| ConvUNeXt2025.11 | 96.84 | 77.71 | 81.22 | 123.98 | 69.4 | |
| Attention U-Net2025.11 | 96.81 | 80.47 | 83.97 | 123.71 | 72.29 | |
| CAC-UNet2025.11 | 96.81 | 81.74 | 84.99 | 61.1 | 78.78 | |
| ConvNeXt+ViT-UNet2025.11 | 96.8 | 89.51 | 91.96 | 132.88 | 75.91 | |
| TransUNet2025.11 | 96.79 | 83.19 | 86.5 | 119.96 | 74.4 | |
| UCTransNet2025.11 | 96.63 | 81.54 | 84.89 | 121.27 | 73.81 | |
| EViT-UNet2025.11 | 96.6 | 83.38 | 86.37 | 120.47 | 76.38 | |
| SelfReg-UNet2025.11 | 96.28 | 80.05 | 83.32 | 131.2 | 71.61 |