Medical Image Segmentation on ACDC (val)
92.85DSCAMBER–AFNO
Evaluation results
| Method | Links | ||||
|---|---|---|---|---|---|
| AMBER–AFNO2025.08 | 92.85 | 91.6 | 90.74 | 96.21 | |
| AMBER-AFNOParams=14.77, FLOPs=163.272025.08 | 92.85 | — | — | — | |
| UNETR++2025.08 | 92.83 | 91.89 | 90.61 | 96 | |
| UNETR++Params=66.8, FLOPs=43.712025.08 | 92.83 | — | — | — | |
| LW-CTrans2025.08 | 92.62 | 91.07 | 90.5 | 96.24 | |
| LW-CTransParams=4.42, FLOPs=275.492025.08 | 92.62 | — | — | — | |
| PCCTrans2025.08 | 92.45 | 90.55 | 90.57 | 96.22 | |
| nnFormer2025.08 | 92.06 | 90.94 | 89.58 | 95.65 | |
| Swin-UNet2025.08 | 90 | 88.55 | 85.62 | 95.83 | |
| TransUNet2025.08 | 89.71 | 88.86 | 84.54 | 95.73 | |
| MISSFormer2025.08 | 87.9 | 86.36 | 85.75 | 91.59 | |
| UNETR2025.08 | 86.61 | 85.29 | 86.52 | 94.02 |