Ultrasound Image Segmentation on CCA
95.26Dice CoefficientTransUNet
Evaluation results
| Method | Links | ||
|---|---|---|---|
| TransUNetParams=105.32M, FLOPs=32.24G2026.06 | 95.26 | 3.58 | |
| UltraSeg-130KParams=0.13M, FLOPs=0.15G2026.06 | 94.86 | 3.74 | |
| Att-UNetParams=34.88M, FLOPs=66.92G2026.06 | 94.72 | 6.91 | |
| UltraSeg-500KParams=0.50M, FLOPs=0.54G2026.06 | 94.49 | 4.83 | |
| UNetParams=31.04M, FLOPs=54.80G2026.06 | 94.46 | 7.24 | |
| UNet++Params=4.87M, FLOPs=6.21G2026.06 | 93.66 | 11.99 | |
| UNet-M-DSParams=1.51M, FLOPs=3.72G2026.06 | 93.66 | 6.31 | |
| LB-UNetParams=0.04M, FLOPs=0.10G2026.06 | 93.01 | 7.47 | |
| UNet-S-DSParams=0.39M, FLOPs=1.01G2026.06 | 92.47 | 9.13 | |
| FastSCNNParams=0.37M, FLOPs=2.21G2026.06 | 89.11 | 37.66 | |
| UNeXtParams=1.61M, FLOPs=1.66G2026.06 | 88.3 | 41.8 | |
| EGE-UNetParams=0.05M, FLOPs=0.07G2026.06 | 88.18 | 9.23 | |
| MobileUNetParams=0.14M, FLOPs=0.17G2026.06 | 55.72 | 109.87 |