A Novel Pyramid Network with Feature Fusion and Disentanglement for Object Detection

Table 7

Comparison of the test results of FFAD with other state-of-the-art object detectors.

Method	Backbone	mAP@0.5
Faster RCNN	ResNet-50	80.8
Mask RCNN	ResNet-50	83.6
RetinaNet	ResNet-50	87.5
FCOS	ResNet-50	88.6
EfficientDet (D3)	ResNet-50	88.9
YOLOv5	CSPDarknet	89.3
FFAD	ResNet-50	90.9

Results are evaluated on GWHD.