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. 2025 Aug 12;11:e3079. doi: 10.7717/peerj-cs.3079

Table 3. Strengths and weaknesses of the various object detectors.

Detector Speed Accuracy
Faster R-CNN Low High
Mask R-CNN Very low to low High to very high
SSD High Medium
RetinaNet Medium to high Medium to high
YOLO Very high Low