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Benchmarks
Ultrasound Video Segmentation on TG3K (test)
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87.9
DSC
MWNet
83.1368
84.3734
85.61
86.8466
Dec 17, 2025
DSC
IoU
MAE
Updated 4d ago
Evaluation Results
Method
Method
Links
DSC
IoU
MAE
MWNet
Type=Video, #param.=72...
2025.12
87.9
78.41
0.0258
SegNeXt
Type=Image, #param.=13...
2025.12
87.55
77.85
0.027
SegFormer
Type=Image, #param.=44.6M
2025.12
87.51
77.8
0.0265
Vivim
Type=Video, #param.=57.7M
2025.12
87.37
77.57
0.0259
LGR-Net
Type=Video, #param.=27...
2025.12
87.12
77.18
0.0273
MemSAM
Type=Video, #param.=15...
2025.12
86.39
76.04
0.028
UNet
Type=Image, #param.=28...
2025.12
86.27
75.85
0.0288
Swin-UNet
Type=Image, #param.=27...
2025.12
85.73
75.03
0.0296
FLA-Net
Type=Video, #param.=87...
2025.12
83.32
71.41
0.0322
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