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Scientific Programming
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2023
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Article
/
Tab 3
/
Research Article
A Small Object Detection Network Based on Multiple Feature Enhancement and Feature Fusion
Table 3
Ablation studies of MCEM on COCO val-2017.
R
+
B
+ S
Par-dilated
Ser-dilated
Den-dilated
AP
AP
50
AP
75
AP
S
AP
M
AP
L
√
×
×
×
34.0
52.1
36.6
15.4
36.5
47.5
√
√
×
×
34.4
52.6
37.1
16.4
37.2
47.7
√
×
√
×
34.3
52.5
36.9
16.0
37.0
47.7
√
×
×
√
34.8
52.8
37.4
16.8
37.3
47.9
R
+
B
+
S
: RetinaNet + BidiFPN + SCEM.