Cardiac Image Segmentation on ACDC (val)
93.22Average DSCCardiacNAS
Evaluation Results
| Method | Links | |||||
|---|---|---|---|---|---|---|
| CardiacNASParams=3.58M, FLOPs=14.56G, GPU-days=0.18, fl=96, kn=3, ns=3, dp=0.3, am=self-attention, fa=weighted sum, ac=sigmoid, residual scaling factor α=0.42026.05 | 93.22 | 4.73 | 4.9 | 0.029 | — | |
| M-ENAS2026.05 | 90.59 | — | 2.15 | 0.062 | — | |
| BiX-NAS2026.05 | 88.25 | — | 2.95 | 0.048 | — | |
| HCT-Net2026.05 | 87.67 | — | 2.8 | 0.054 | — | |
| nnU-Net2026.05 | 86.72 | — | 2.4 | 0.073 | — | |
| TransUNet2026.05 | 83.46 | — | 2.55 | 0.067 | — | |
| U-Net2026.05 | 76.95 | — | 2.1 | 0.081 | — |