Autonomous Vehicles on TJU-Ped-traffic

Metric: ALL (miss rate) (higher is better)

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#	Model↕	ALL (miss rate)▼	Extra Data	Paper	Date↕	Code
1	RetinaNet	41.4	No	Focal Loss for Dense Object Detection	2017-08-07	Code
2	FCOS	40.02	No	FCOS: Fully Convolutional One-Stage Object Detec...	2019-04-02	Code
3	FPN	37.78	No	Feature Pyramid Networks for Object Detection	2016-12-09	Code
4	CrowdDet	36.94	No	Detection in Crowded Scenes: One Proposal, Multi...	2020-03-20	Code
5	EGCL	35.76	No	Pedestrian Detection by Exemplar-Guided Contrast...	2021-11-17	-

#1RetinaNetSOTA
41.4
ALL (miss rate)· 2017-08-07
Focal Loss for Dense Object Detection Code
#2FCOS
40.02
ALL (miss rate)· 2019-04-02
FCOS: Fully Convolutional One-Stage Object Detection Code
#3FPNSOTA
37.78
ALL (miss rate)· 2016-12-09
Feature Pyramid Networks for Object Detection Code
#4CrowdDet
36.94
ALL (miss rate)· 2020-03-20
Detection in Crowded Scenes: One Proposal, Multiple Predictions Code
#5EGCL
35.76
ALL (miss rate)· 2021-11-17
Pedestrian Detection by Exemplar-Guided Contrastive Learning