Medical Image Segmentation on Data Science Bowl (DSB)
85.5IoUHistoSeg++
Evaluation results
| Method | Links | |||||
|---|---|---|---|---|---|---|
| HistoSeg++2026.07 | 85.5 | 91.81 | 95.84 | 88.9 | 8.8634 | |
| TransUNet2026.07 | 84.72 | 90.9 | 93.37 | 89.86 | 11.213 | |
| Swin-UNet2026.07 | 84.49 | 91.03 | 90.77 | 92.72 | 8.0415 | |
| UNet++2026.07 | 83.95 | 91.1 | 88.49 | 94.26 | 10.045 | |
| UNet2026.07 | 83.83 | 90.17 | 89.09 | 93.78 | 7.6797 | |
| U2-Net2026.07 | 82.96 | 90.03 | 90.28 | 91.08 | 10.869 | |
| HoVer-Net2026.07 | 81.29 | 89.04 | 88.73 | 91.01 | 7.6289 | |
| nnU-Net2026.07 | 77.24 | 86.09 | 90.18 | 84.33 | 9.9094 | |
| UNet 3+2026.07 | 69.11 | 75.76 | 78.48 | 77.49 | 19.272 |