Ultrasound Video Segmentation on VTUS dataset (test)
87.68DSC (%)MWNet
Evaluation results
| Method | Links | |||
|---|---|---|---|---|
| MWNetType=Video, #param.=72.99M2025.12 | 87.68 | 78.06 | 0.0208 | |
| VivimType=Video, #param.=57.7M2025.12 | 86.22 | 75.77 | 0.024 | |
| FLA-NetType=Video, #param.=87.62M2025.12 | 85.66 | 74.92 | 0.0251 | |
| Mask2FormerType=Image, #param.=68.72M2025.12 | 84.63 | 73.35 | 0.0261 | |
| MemSAMType=Video, #param.=152.05M2025.12 | 83.56 | 71.76 | 0.0268 | |
| SegFormerType=Image, #param.=44.6M2025.12 | 83.37 | 71.48 | 0.0271 | |
| SegNeXtType=Image, #param.=13.93M2025.12 | 83.05 | 71.02 | 0.0277 | |
| SETRType=Image, #param.=315.37M2025.12 | 80.93 | 67.97 | 0.0328 | |
| Swin-UNetType=Image, #param.=27.17M2025.12 | 76.5 | 61.94 | 0.0365 | |
| UNetType=Image, #param.=28.99M2025.12 | 75.03 | 60.04 | 0.0403 | |
| LGR-NetType=Video, #param.=27.66M2025.12 | 69.89 | 53.71 | 0.0541 |