Scene Understanding on VRD Relationship Detection

Metric: R@100 (higher is better)

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#	Model↕	R@100▼	Extra Data	Paper	Date↕	Code
1	Yu et. al [[Yu et al.2017a]]	31.89	No	Visual Relationship Detection with Internal and ...	2017-07-28	-
2	vrd-dsr	23.29	No	-	-	Code
3	BLOCK	20.96	No	BLOCK: Bilinear Superdiagonal Fusion for Visual ...	2019-01-31	Code
4	Dai et. al [[Dai, Zhang, and Lin2017]]	20.88	No	Detecting Visual Relationships with Deep Relatio...	2017-04-11	Code
5	Liang et. al [[Liang, Lee, and Xing2017]]	20.79	No	Deep Variation-structured Reinforcement Learning...	2017-03-08	Code
6	Peyre et. al [[Peyre et al.2017]]	17.1	No	Weakly-supervised learning of visual relations	2017-07-29	-
7	Zhang et. al [[Hanwang Zhang2017]]	15.2	No	Visual Translation Embedding Network for Visual ...	2017-02-27	Code
8	Lu et. al [[Lu et al.2016]]	14.7	No	Visual Relationship Detection with Language Priors	2016-07-31	-

#1Yu et. al [[Yu et al.2017a]]SOTA
31.89
R@100· 2017-07-28
Visual Relationship Detection with Internal and External Linguistic Knowledge Distillation
#2vrd-dsr
23.29
R@100
No paperCode
#3BLOCK
20.96
R@100· 2019-01-31
BLOCK: Bilinear Superdiagonal Fusion for Visual Question Answering and Visual Relationship Detection Code
#4Dai et. al [[Dai, Zhang, and Lin2017]]SOTA
20.88
R@100· 2017-04-11
Detecting Visual Relationships with Deep Relational Networks Code
#5Liang et. al [[Liang, Lee, and Xing2017]]SOTA
20.79
R@100· 2017-03-08
Deep Variation-structured Reinforcement Learning for Visual Relationship and Attribute Detection Code
#6Peyre et. al [[Peyre et al.2017]]
17.1
R@100· 2017-07-29
Weakly-supervised learning of visual relations
#7Zhang et. al [[Hanwang Zhang2017]]SOTA
15.2
R@100· 2017-02-27
Visual Translation Embedding Network for Visual Relation Detection Code
#8Lu et. al [[Lu et al.2016]]SOTA
14.7
R@100· 2016-07-31
Visual Relationship Detection with Language Priors