Nucleus Segmentation on DSB 2018
87.22IoUReN-UNet
Evaluation Results
| Method | Links | |||||||
|---|---|---|---|---|---|---|---|---|
| ReN-UNet2025.04 | 87.22 | 92.79 | 91.79 | 94.76 | 0.32 | 6.5914 | 1.7074 | |
| UCTransNet2025.04 | 85.28 | 91.25 | 93.87 | 90.02 | 1.58 | 11.514 | 2.5552 | |
| TransUNet2025.04 | 84.72 | 90.9 | 93.37 | 89.86 | 1.62 | 11.213 | 2.7168 | |
| Swin-Unet2025.04 | 84.49 | 91.03 | 90.77 | 92.72 | 1.32 | 8.0415 | 1.9232 | |
| UNet++2025.04 | 83.95 | 91.1 | 88.49 | 94.26 | 1.15 | 10.045 | 2.4359 | |
| U-Net2025.04 | 83.83 | 90.17 | 89.09 | 93.78 | 1.28 | 7.6797 | 1.9192 | |
| U2-Net2025.04 | 82.96 | 90.03 | 90.28 | 91.08 | 1.63 | 10.869 | 2.3375 | |
| Hover-Net2025.04 | 81.29 | 89.04 | 88.73 | 91.01 | 2.46 | 7.6289 | 2.1298 | |
| nnUNet2025.04 | 77.24 | 86.09 | 90.18 | 84.33 | 3.37 | 9.9094 | 2.7911 |