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. 2021 Aug 17;16(8):e0255809. doi: 10.1371/journal.pone.0255809

Table 5. Result for frame-based one-class polyp detection.

Precision Recall F1 score AP Inference Time FPS
Faster RCNN 63.9 89.8 74.7 85.6 52ms 19
SSD 91.3 82.0 86.4 86.3 17ms 59
YOLOv3 95.9 78.0 86.0 81.0 17ms 59
RetinaNet 86.1 86.6 86.3 87.9 61ms 16
DetNet 85.8 81.8 83.7 80.5 64ms 16
RefineDet 91.2 86.2 88.6 88.5 31ms 32
YOLOv4 89.8 74.4 81.3 83.9 30ms 33
ATSS 92.1 84.7 88.3 88.1 53ms 19