Colorectal Histopathology Segmentation on EBHI Adenocarcinoma (test)
94.03AccuracySAGE-ConvNeXt+ViT-UNet
Evaluation results
| Method | Links | |||||
|---|---|---|---|---|---|---|
| SAGE-ConvNeXt+ViT-UNet2025.11 | 94.03 | 90.9 | 95.23 | 45.2 | 58.1 | |
| EViT-UNet2025.11 | 92.8 | 90.23 | 94.86 | 45.3 | 59.99 | |
| SegFormer2025.11 | 92.62 | 89.93 | 94.7 | 42.43 | 55.16 | |
| Attention U-Net2025.11 | 92.11 | 89.28 | 94.34 | 46.43 | 57.64 | |
| UCTransNet2025.11 | 91.95 | 89.07 | 94.22 | 46.67 | 57.22 | |
| SelfReg-UNet2025.11 | 91.53 | 88.58 | 93.95 | 45.66 | 53.83 | |
| TransUNet2025.11 | 91.46 | 88.38 | 93.83 | 45.76 | 53.96 | |
| TransAttUNet2025.11 | 91.4 | 88.52 | 93.91 | 50.02 | 51.4 | |
| CAC-UNet2025.11 | 91.32 | 88.4 | 93.84 | 51.35 | 53.42 | |
| ConvUNeXt2025.11 | 90.73 | 87.66 | 93.43 | 47.93 | 49.86 |