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Advances in Multimedia
/
2022
/
Article
/
Tab 3
/
Research Article
[Retracted] Weakly Supervised Real-Time Object Detection Based on Salient Map Extraction and the Improved YOLOv5 Model
Table 3
mAP and detection speed results on PASCAL VOC 2012 dataset.
SVM [
4
]
WSDDN [
8
]
OICR [
10
]
PCL [
14
]
MELM [
15
]
Proposed method
mAP
25.4
37.5
38.2
41.6
42.4
39.1
FPS
7
0.5
0.01
1.3
0.0005
36