Medical Image Segmentation on M2CAI
88.1DiceMedical SAM3
Evaluation results
| Method | Links | |||
|---|---|---|---|---|
| Medical SAM32026.01 | 88.1 | 81.5 | — | |
| SAM32026.01 | 67.7 | 54.5 | — | |
| Dino U-NetBackbone Size=7B2025.08 | 53.46 | — | 42.01 | |
| Dino U-NetBackbone Size=L2025.08 | 52.78 | — | 45.53 | |
| U-Mamba2025.08 | 52.49 | — | 45.74 | |
| Dino U-NetBackbone Size=B2025.08 | 52.39 | — | 47.23 | |
| nnU-Net2025.08 | 51.55 | — | 50.48 | |
| Dino U-NetBackbone Size=S2025.08 | 51.13 | — | 52.08 | |
| U-KAN2025.08 | 51.01 | — | 45.28 | |
| UNet++2025.08 | 49.8 | — | 43.03 | |
| SAM2-UNet2025.08 | 49.7 | — | 52.74 | |
| Swin U-Mamba†2025.08 | 44.65 | — | 51.94 | |
| SegResNet2025.08 | 43.18 | — | 53.72 |