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Cell Instance Segmentation on CellSeg
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61.16
PQ
EffiCell-Seg
55.6168
57.0559
58.495
59.9341
Jun 20, 2026
PQ
F1
Updated 1mo ago
Evaluation Results
Method
Method
Links
PQ
F1
EffiCell-Seg
Trainable #Params=4.99M
2026.06
61.16
60.34
SAC
Trainable #Params=51.83M
2026.06
59.78
58.96
CellViT
Trainable #Params=68.56M
2026.06
58.65
57.94
PromptNucSeg
Trainable #Params=661.74M
2026.06
58.31
57.52
CellSAM
Trainable #Params=682.92M
2026.06
57.92
57.13
Swin-UMamba
Trainable #Params=27.43M
2026.06
56.74
55.81
CPPNet
Trainable #Params=32.67M
2026.06
55.83
54.96
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