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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