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Benchmarks
Ultrasound Image Segmentation on Mouse-GL261
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77.62
Dice Score
UltraSeg-500K
64.932
68.226
71.52
74.814
Jun 13, 2026
Dice Score
Updated 1mo ago
Evaluation Results
Method
Method
Links
Dice Score
UltraSeg-500K
Params=0.50M, FLOPs=0.54G
2026.06
77.62
UNet
Params=31.04M, FLOPs=5...
2026.06
75.41
Att-UNet
Params=34.88M, FLOPs=6...
2026.06
75.36
UltraSeg-130K
Params=0.13M, FLOPs=0.15G
2026.06
75.36
UNet-M-DS
Params=1.51M, FLOPs=3.72G
2026.06
75.14
UNet-S-DS
Params=0.39M, FLOPs=1.01G
2026.06
74.96
UNet++
Params=4.87M, FLOPs=6.21G
2026.06
74.05
LB-UNet
Params=0.04M, FLOPs=0.10G
2026.06
72.73
UNeXt
Params=1.61M, FLOPs=1.66G
2026.06
72.06
EGE-UNet
Params=0.05M, FLOPs=0.07G
2026.06
71.93
TransUNet
Params=105.32M, FLOPs=...
2026.06
70.6
FastSCNN
Params=0.37M, FLOPs=2.21G
2026.06
69.27
MobileUNet
Params=0.14M, FLOPs=0.17G
2026.06
65.42
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