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Table 4 F1-score for the tracking benchmark in comparison to the Yeast Image Toolkit benchmark

From: Segmentation, tracking and cell cycle analysis of live-cell imaging data with Cell-ACDC

Test set Segmentation model Tracker F1-score
TS1 YeaZ Cell-ACDC 0.9983
YeaZ 1.0000
CellStar (best YIT) 0.9921
TS2 YeaZ Cell-ACDC 1.0000
YeaZ 1.0000
Wood (best YIT) 1.0000
TS3 Cellpose Cell-ACDC 0.9635
YeaZ 0.9986
CellStar (best YIT) 0.9852
TS4 Cellpose Cell-ACDC 0.9448
YeaZ 0.9979
CellStar (best YIT) 0.9797
TS5 NE NE NE
TS6 Cellpose Cell-ACDC 0.9975
YeaZ 1.0000
Wood (best YIT) 0.9698
TS7 Cellpose Cell-ACDC 0.9013
YeaZ 0.9105
CellStar (best YIT) 0.9610
TS8 Cellpose Cell-ACDC 0.9928
YeaZ 0.9946
Wood (best YIT) 0.9862
TS9 YeaZ Cell-ACDC 0.9968
YeaZ 0.9961
Wood (best YIT) 1.0000
TS10 YeaZ Cell-ACDC 1.0000
YeaZ 1.0000
Wood (best YIT) 1.0000
  1. NE not evaluated