Table 1.
Dataset | Score | Local K-Branches | DPT | TSCAN |
---|---|---|---|---|
Paul et al.a | precision | 0.77 | 0.67 | 0.61 |
recall | 0.04 | 0.001 | 0.24 | |
correct branchingb | Yes | Yes | No | |
Guo et al. | precision | 0.96 | 1.0 | 0.6 |
recall | 0.36 | 0.02 | 0.89 | |
correct branchingb | Yes | Yes | No | |
Kouno et al. | precision | 0.77 | 1.0 | 0.47 |
recall | 0.4 | 0.012 | 0.43 | |
correct branchingb | Yes | No | No |
Quantifying tip recall is problematic since ground truth is based on thresholding of FACS markers and hence recalls too many cells.
The number of branching events was identified correctly.