Table 2 Test results for overlapping worms only (* multi-scale testing, †additional training data).
From: WormSwin: Instance segmentation of C. elegans using vision transformer
\({\hbox {AP}_{0.50}}\) | \({\hbox {AP}_{0.75}}\) | \({\hbox {mAP}_{0.50:0.95}}\) | |
|---|---|---|---|
CSB-1 | |||
WormSwin (box) | 0.883 | 0.643 | 0.551 |
WormSwin (mask) | 0.975 | 0.409 | 0.527 |
Synthetic CSB-1 | |||
WormSwin (box) | 0.983 | 0.958 | 0.853 |
WormSwin (mask) | 0.959 | 0.821 | 0.613 |
BBBC010 | |||
WormSwin (box) † | 0.911 | 0.821 | 0.661 |
WormSwin (mask) † | 0.873 | 0.565 | 0.488 |
WormSwin (mask)*, † | 0.895 | 0.573 | 0.501 |
MD | |||
WormSwin (box)† | 0.822 | 0.633 | 0.505 |
WormSwin (mask)† | 0.893 | 0.079 | 0.355 |
