Ultrasound Image Segmentation on URI-CADS
92.82DiceTransUNet
Evaluation results
| Method | Links | ||
|---|---|---|---|
| TransUNetParams=105.32M, FLOPs=32.24G2026.06 | 92.82 | 9.19 | |
| Att-UNetParams=34.88M, FLOPs=66.92G2026.06 | 92.3 | 10.64 | |
| UNetParams=31.04M, FLOPs=54.80G2026.06 | 92.21 | 10.95 | |
| UltraSeg-500KParams=0.50M, FLOPs=0.54G2026.06 | 91.66 | 11.24 | |
| UNet-M-DSParams=1.51M, FLOPs=3.72G2026.06 | 90.89 | 12.81 | |
| UltraSeg-130KParams=0.13M, FLOPs=0.15G2026.06 | 90.8 | 12.26 | |
| UNet-S-DSParams=0.39M, FLOPs=1.01G2026.06 | 90.4 | 13.64 | |
| UNet++Params=4.87M, FLOPs=6.21G2026.06 | 89.64 | 16.31 | |
| LB-UNetParams=0.04M, FLOPs=0.10G2026.06 | 89.56 | 16.26 | |
| FastSCNNParams=0.37M, FLOPs=2.21G2026.06 | 86.48 | 23.03 | |
| EGE-UNetParams=0.05M, FLOPs=0.07G2026.06 | 85.84 | 20.09 | |
| UNeXtParams=1.61M, FLOPs=1.66G2026.06 | 84.12 | 29.13 | |
| MobileUNetParams=0.14M, FLOPs=0.17G2026.06 | 73.84 | 38.67 |