Anatomy Segmentation on RadGenome Anatomy
61.98DiceSegFormer
Evaluation results
| Method | Links | ||||||||
|---|---|---|---|---|---|---|---|---|---|
| SegFormerFamily=Transformer-based2026.05 | 61.98 | 51.99 | 14.24 | 3.41 | 58.52 | 81.96 | 1.76 | 3.41 | |
| UPerNetFamily=Transformer-based2026.05 | 61.91 | 51.74 | 14.07 | 3.65 | 58.37 | 80.31 | 1.83 | 3.56 | |
| Mask2FormerFamily=Transformer-based2026.05 | 61.75 | 51.74 | 14.29 | 3.45 | 58.86 | 81.38 | 1.75 | 3.4 | |
| DeepLabV3+Family=CNN-based2026.05 | 60.14 | 50.07 | 15.34 | 3.86 | 56.34 | 78.65 | 1.72 | 3.34 | |
| PIDNetFamily=CNN-based2026.05 | 59.94 | 49.88 | 14.77 | 3.68 | 56.38 | 77.84 | 1.69 | 3.29 | |
| U-Net++Family=CNN-based2026.05 | 58.96 | 49.07 | 14.63 | 3.56 | 57.29 | 73.21 | 1.66 | 3.22 | |
| nnU-NetFamily=CNN-based2026.05 | 58.8 | 48.81 | 15.58 | 4.36 | 56.13 | 60.66 | 1.7 | 3.27 | |
| Swin-UNetFamily=Transformer-based2026.05 | 58.42 | 48.41 | 15.87 | 4.01 | 54.96 | 43.81 | 1.73 | 3.29 | |
| VMUNetFamily=Mamba-based2026.05 | 58.08 | 48.13 | 15.88 | 3.92 | 55.43 | 64.54 | 1.65 | 3.19 | |
| S-SAMFamily=SAM-based2026.05 | 58.07 | 48.13 | 16.88 | 4.87 | 55.57 | 64.24 | 1.65 | 3.18 | |
| PointRendFamily=CNN-based2026.05 | 58.03 | 47.81 | 16.13 | 4.37 | 55.38 | 76.91 | 1.64 | 3.19 | |
| U-NetFamily=CNN-based2026.05 | 58.01 | 48 | 15.49 | 3.79 | 55.46 | 73.66 | 1.63 | 3.15 | |
| U-MambaFamily=Mamba-based2026.05 | 57.91 | 47.93 | 15.65 | 3.58 | 55.62 | 64.6 | 1.65 | 3.19 | |
| TransUNetFamily=Transformer-based2026.05 | 57.63 | 47.7 | 15.7 | 3.57 | 55.18 | 74.92 | 1.6 | 3.1 | |
| U-KANFamily=KAN-based2026.05 | 57.57 | 47.56 | 15.42 | 3.51 | 55.5 | 79.53 | 1.58 | 3.08 | |
| Med-SAM-AFamily=SAM-based2026.05 | 56.03 | 46.22 | 15.09 | 3.36 | 56.54 | 37 | 1.69 | 3.15 | |
| TopFormerFamily=Transformer-based2026.05 | 55.66 | 45.55 | 16.17 | 3.7 | 53.3 | 78.25 | 1.53 | 2.98 | |
| UNeXtFamily=CNN-based2026.05 | 53.43 | 43.44 | 16.84 | 3.69 | 51.93 | 79.03 | 1.44 | 2.81 | |
| SeaFormerFamily=Transformer-based2026.05 | 48.93 | 39.1 | 20.48 | 5.27 | 47.45 | 71.56 | 1.36 | 2.65 |