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Cell Detection on OCELOT (test)

73.45F1 ScoreDualGate-Net
61.937264.926167.91570.9039Mar 23, 2023Oct 4, 2023Apr 16, 2024Oct 28, 2024May 11, 2025Nov 22, 2025Jun 5, 2026

Evaluation results

MethodLinks
DualGate-Net2026.0673.4578.1668.74
Li et al.2026.0672.4477.5367.35
Millward et al.2026.0672.2176.8767.55
ACS-SegNet2026.0672.2176.667.82
SoftCTM2026.0671.8976.1167.34
Pred-to-inter-2Architecture=DeepLabV3+, Large FoV patch input=false2023.0371.23——
OCELOT2026.0671.2374.6467.73
HardNet2026.0669.9274.5765.27
Cell-onlyArchitecture=MFOVCE-Net, Large FoV patch input=true2023.0367.12——
Cell-onlyArchitecture=DeepLabV3+, Large FoV patch input=false2023.0364.44——
Cell-onlyArchitecture=U-Net, Large FoV patch input=false2023.0363.46——
U-Net2026.0662.38——