Table 3 Test results using DSB metric (* multi-scale testing, †additional training data, ‡alternative IoU without object edges, mAP for IoUs in range 0.5–0.95, step size 0.05).
From: WormSwin: Instance segmentation of C. elegans using vision transformer
\({\hbox {AP}_{0.50}}\) | \({\hbox {AP}_{0.60}}\) | \({\hbox {AP}_{0.70}}\) | \({\hbox {AP}_{0.80}}\) | \({\hbox {AP}_{0.90}}\) | mAP | |
|---|---|---|---|---|---|---|
BBBC010 | ||||||
PatchPerPix ppp+dec19 | 0.930 | 0.905 | 0.879 | 0.792 | 0.386 | 0.727 |
EmbedSeg21 | 0.965 | 0.934 | 0.896 | 0.762 | 0.326 | – |
WormSwin (mask)*, † | 0.917 | 0.884 | 0.785 | 0.336 | 0.005 | 0.536 |
WormSwin (mask)*, †, ‡ | 0.929 | 0.920 | 0.890 | 0.823 | 0.483 | 0.769 |
