Ultrasound Image Segmentation on USKidney
97.91Dice CoefficientUNet
Evaluation results
| Method | Links | ||
|---|---|---|---|
| UNetParams=31.04M, FLOPs=54.80G2026.06 | 97.91 | 6.76 | |
| Att-UNetParams=34.88M, FLOPs=66.92G2026.06 | 97.88 | 6.44 | |
| TransUNetParams=105.32M, FLOPs=32.24G2026.06 | 97.78 | 6.24 | |
| UltraSeg-500KParams=0.50M, FLOPs=0.54G2026.06 | 97.71 | 6.27 | |
| UNet-M-DSParams=1.51M, FLOPs=3.72G2026.06 | 97.68 | 7.39 | |
| UltraSeg-130KParams=0.13M, FLOPs=0.15G2026.06 | 97.57 | 6.61 | |
| UNet-S-DSParams=0.39M, FLOPs=1.01G2026.06 | 97.46 | 8.22 | |
| LB-UNetParams=0.04M, FLOPs=0.10G2026.06 | 97.26 | 7.44 | |
| UNet++Params=4.87M, FLOPs=6.21G2026.06 | 96.86 | 12.72 | |
| EGE-UNetParams=0.05M, FLOPs=0.07G2026.06 | 96.78 | 10.82 | |
| FastSCNNParams=0.37M, FLOPs=2.21G2026.06 | 96.55 | 18.88 | |
| UNeXtParams=1.61M, FLOPs=1.66G2026.06 | 89.23 | 56.76 | |
| MobileUNetParams=0.14M, FLOPs=0.17G2026.06 | 75.84 | 78.05 |