Ultrasound Image Segmentation on HC18
97.81Dice ScoreTransUNet
Evaluation results
| Method | Links | ||
|---|---|---|---|
| TransUNetParams=105.32M, FLOPs=32.24G2026.06 | 97.81 | 5.41 | |
| Att-UNetParams=34.88M, FLOPs=66.92G2026.06 | 97.77 | 6.52 | |
| UltraSeg-500KParams=0.50M, FLOPs=0.54G2026.06 | 97.74 | 5.73 | |
| UNetParams=31.04M, FLOPs=54.80G2026.06 | 97.71 | 7.75 | |
| UltraSeg-130KParams=0.13M, FLOPs=0.15G2026.06 | 97.65 | 5.91 | |
| UNet-M-DSParams=1.51M, FLOPs=3.72G2026.06 | 97.48 | 8.71 | |
| UNet-S-DSParams=0.39M, FLOPs=1.01G2026.06 | 97.33 | 9.94 | |
| UNet++Params=4.87M, FLOPs=6.21G2026.06 | 96.95 | 14.21 | |
| LB-UNetParams=0.04M, FLOPs=0.10G2026.06 | 96.69 | 9.06 | |
| EGE-UNetParams=0.05M, FLOPs=0.07G2026.06 | 96.23 | 13.55 | |
| FastSCNNParams=0.37M, FLOPs=2.21G2026.06 | 95.95 | 20.67 | |
| UNeXtParams=1.61M, FLOPs=1.66G2026.06 | 91.4 | 44.24 | |
| MobileUNetParams=0.14M, FLOPs=0.17G2026.06 | 83.29 | 57.44 |