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

Table 1

Comparison of our method with other fashion feature fusion modules including FPN, bidirectional FPN, and encoder-decoder FPN on FCOS with ResNet-50 backbone. Results evaluated on MS-COCO minival are reported.

Method	AP	APS	APM	APL
FPN	37.1	21.3	41.0	47.8
Encoder-decoder FPN	37.3	21.6	41.4	48.1
Bidirectional FPN	37.6	21.8	41.3	48.4
3-flow structure	37.8	22.0	41.7	49.8
5-flow structure	38.3	22.8	42.3	49.7
MF^3M	39.2	23.3	42.8	51.2