Medical Image Segmentation on CellBinDB
87.92Dice ScoreDino U-Net
Evaluation results
| Method | Links | ||
|---|---|---|---|
| Dino U-NetBackbone Size=7B2025.08 | 87.92 | 2.64 | |
| nnU-Net2025.08 | 87.82 | 2.71 | |
| U-Mamba2025.08 | 87.74 | 3.15 | |
| Dino U-NetBackbone Size=B2025.08 | 87.56 | 3.19 | |
| Dino U-NetBackbone Size=L2025.08 | 87.51 | 2.53 | |
| UNet++2025.08 | 87.43 | 2.89 | |
| Dino U-NetBackbone Size=S2025.08 | 87.38 | 2.8 | |
| SAM2-UNet2025.08 | 87.23 | 3.22 | |
| SegResNet2025.08 | 87.03 | 3.12 | |
| U-KAN2025.08 | 86.99 | 3.92 | |
| Swin U-Mamba†2025.08 | 86.9 | 3.15 |