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 |