Medical Image Segmentation on Common Carotid Artery Ultrasound Images Dataset
96.46DSCFSS-Net
Evaluation results
| Method | Links | |||||||||
|---|---|---|---|---|---|---|---|---|---|---|
| FSS-NetParameters=5.01 M2026.06 | 96.46 | 93.18 | 96.46 | 96.5 | 99.84 | 99.92 | 96.55 | 2.1 | — | |
| ConDSegParameters=45.50 M2026.06 | 96.39 | 93.03 | 96.39 | 96.4 | 99.83 | 99.91 | 96.3 | 2.26 | 4.11 | |
| nnU-NetParameters=9.24 M2026.06 | 96.3 | 92.87 | 96.3 | 96.31 | 99.83 | 99.91 | 96.21 | 2.64 | 1.62 | |
| MHAHF-UNetParameters=9.26 M2026.06 | 96.26 | 92.81 | 95.87 | 96.68 | 99.18 | 99.92 | 95.36 | 2.53 | 5.73 | |
| FRDD-NetParameters=3.11 M2026.06 | 96.2 | 92.69 | 96.48 | 95.96 | 99.82 | 99.92 | 96.12 | 2.72 | 6.09 | |
| MultiResUNetParameters=8.02 M2026.06 | 96.16 | 92.62 | 96.1 | 96.24 | 99.82 | 99.91 | 96.07 | 2.28 | 4.04 | |
| U-NetParameters=1.94 M2026.06 | 96.08 | 92.65 | 96.28 | 96.12 | 99.82 | 99.91 | 96.1 | 2.6 | 2.65 | |
| DoubleUNet-BAMParameters=36.72 M2026.06 | 96.06 | 92.44 | 96 | 96.14 | 99.82 | 99.9 | 95.97 | 2.54 | 2.87 | |
| DeepLab v3+Parameters=41.99 M2026.06 | 96 | 92.32 | 95.76 | 96.26 | 99.81 | 99.9 | 95.91 | 2.57 | 1.22 | |
| TransUNetParameters=8.76 M2026.06 | 95.64 | 91.67 | 96.03 | 95.32 | 99.8 | 99.91 | 95.55 | 3.51 | 5.76 | |
| MCADS-NetParameters=95.20 M2026.06 | 95.45 | 91.33 | 95.4 | 95.58 | 99.79 | 99.89 | 95.36 | 2.47 | 4.04 |