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Benchmarks
Binary Medical Image Segmentation on EM dataset (test)
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95.55
DICE
AttnUNet
89.0292
90.7221
92.415
94.1079
May 11, 2024
DICE
Updated 1mo ago
Evaluation Results
Method
Method
Links
DICE
AttnUNet
#Params=34.88M, #FLOPs...
2024.05
95.55
PVT-EMCAD-B2
#Params=26.76M, #FLOPs...
2024.05
95.53
UNet++
#Params=9.16M, #FLOPs=...
2024.05
95.48
UNet
#Params=24.53M, #FLOPs...
2024.05
95.46
PVT-CASCADE
#Params=34.12M, #FLOPs...
2024.05
95.42
PVT-EMCAD-B0
#Params=3.92M, #FLOPs=...
2024.05
95.35
TransUNet
#Params=105.32M, #FLOP...
2024.05
95.27
DeepLabv3+
#Params=39.76M, #FLOPs...
2024.05
94.96
SSFormer-L
#Params=66.22M, #FLOPs...
2024.05
94.95
SwinUNet
#Params=27.17M, #FLOPs...
2024.05
94.47
PolypPVT
#Params=25.11M, #FLOPs...
2024.05
94.4
TransFuse
#Params=143.74M, #FLOP...
2024.05
94.35
UNeXt
#Params=1.47M, #FLOPs=...
2024.05
93.81
CaraNet
#Params=46.64M, #FLOPs...
2024.05
92.78
PraNet
#Params=32.55M, #FLOPs...
2024.05
92.37
UACANet-L
#Params=69.16M, #FLOPs...
2024.05
89.28
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