16k on UA-DETRAC

Metric: mAP (higher is better)

LeaderboardDataset

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#	Model↕	mAP▼	Augmentations	Paper	Date↕	Code
1	VSTAM	90.39	No	-	-	Code
2	FFAVOD-SpotNet with U-Net	88.1	No	FFAVOD: Feature Fusion Architecture for Video Ob...	2021-09-15	Code
3	SpotNet	86.8	No	SpotNet: Self-Attention Multi-Task Network for O...	2020-02-13	Code
4	CenterNet	83.48	No	Objects as Points	2019-04-16	Code
5	RN-VID	70.57	No	RN-VID: A Feature Fusion Architecture for Video ...	2020-03-24	Code
6	R-FCN	69.87	No	R-FCN: Object Detection via Region-based Fully C...	2016-05-20	Code
7	Faster R-CNN	58.45	No	Faster R-CNN: Towards Real-Time Object Detection...	2015-06-04	Code
8	YOLOv2	57.72	No	YOLO9000: Better, Faster, Stronger	2016-12-25	Code
9	3D-DETNet	53.3	No	3D-DETNet: a Single Stage Video-Based Vehicle De...	2018-01-05	-

#1VSTAM
90.39
mAP
No paperCode
#2FFAVOD-SpotNet with U-NetSOTA
88.1
mAP· 2021-09-15
FFAVOD: Feature Fusion Architecture for Video Object Detection Code
#3SpotNetSOTA
86.8
mAP· 2020-02-13
SpotNet: Self-Attention Multi-Task Network for Object Detection Code
#4CenterNetSOTA
83.48
mAP· 2019-04-16
Objects as Points Code
#5RN-VID
70.57
mAP· 2020-03-24
RN-VID: A Feature Fusion Architecture for Video Object Detection Code
#6R-FCNSOTA
69.87
mAP· 2016-05-20
R-FCN: Object Detection via Region-based Fully Convolutional Networks Code
#7Faster R-CNNSOTA
58.45
mAP· 2015-06-04
Faster R-CNN: Towards Real-Time Object Detection with Region Proposal Networks Code
#8YOLOv2
57.72
mAP· 2016-12-25
YOLO9000: Better, Faster, Stronger Code
#93D-DETNet
53.3
mAP· 2018-01-05
3D-DETNet: a Single Stage Video-Based Vehicle Detector