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. 2022 Mar 4;22(5):2014. doi: 10.3390/s22052014

Table 7.

Results of detection on the SLP dataset.

Model mAP
(No Covering)
mAP
(Thin Sheet)
mAP
(Thick Blanket)
Val Test Val Test Val Test
YOLOv3 [44] 99.26 96.84 99.58 69.30 99.70 64.34
YOLOv4 [45] 98.67 95.59 99.54 91.27 99.29 83.84
SleePose-FRCNN-Net 99.82 99.86 99.97 99.91 99.64 92.31