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Semantic Segmentation on DSB (test)
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93.14
Dice Score
EffiCell-Seg
90.4672
91.1611
91.855
92.5489
Jun 20, 2026
Dice Score
mIoU
Updated 1mo ago
Evaluation Results
Method
Method
Links
Dice Score
mIoU
EffiCell-Seg
Trainable #Params=4.99M
2026.06
93.14
87.37
SAC
Trainable #Params=51.83M
2026.06
92.31
86.34
CellViT
Trainable #Params=68.56M
2026.06
92.04
85.96
PromptNucSeg
Trainable #Params=661.74M
2026.06
91.85
85.73
CellSAM
Trainable #Params=682.92M
2026.06
91.58
85.46
Swin-UMamba
Trainable #Params=27.43M
2026.06
91.23
85.02
CPPNet
Trainable #Params=32.67M
2026.06
90.57
84.19
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