Table 2 Comparison table of detection algorithms for real datasets.

From: A deep learning based detection algorithm for anomalous behavior and anomalous item on buses

 

Time(fps)

mAP

RetinaMask-101 [10]

12

83.8%

Faster R-CNN [12]

8

88.0%

YOLOv5

120

90.5%

YOLOv7

149

89.1%

YOLOv8

128

90.2%

RT-DETR

114

85.4%

MD-AODA

101

92.6%

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