Object Detection on MSCOCO

Metric: mAP @0.5:0.95 (higher is better)

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#	Model↕	mAP @0.5:0.95▼	Extra Data	Paper	Date↕	Code
1	PP-PicoDet-L	40.9	No	PP-PicoDet: A Better Real-Time Object Detector o...	2021-11-01	Code
2	YOLOv5s	37.2	No	-	-	-
3	PP-PicoDet-M	36.6	No	-	-	-
4	YOLOX-tiny	32.8	No	-	-	-
5	YOLOX-Nano	25.8	No	-	-	-
6	NanoDet-M	25.3	No	-	-	-

#1PP-PicoDet-LSOTA
40.9
mAP @0.5:0.95· 2021-11-01
PP-PicoDet: A Better Real-Time Object Detector on Mobile Devices Code
#2YOLOv5s
37.2
mAP @0.5:0.95
No paper
#3PP-PicoDet-M
36.6
mAP @0.5:0.95
No paper
#4YOLOX-tiny
32.8
mAP @0.5:0.95
No paper
#5YOLOX-Nano
25.8
mAP @0.5:0.95
No paper
#6NanoDet-M
25.3
mAP @0.5:0.95
No paper