Visual Relationship Detection on VRD Phrase 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]]	29.43	No	Visual Relationship Detection with Internal and ...	2017-07-28	-
2	BLOCK	28.96	No	BLOCK: Bilinear Superdiagonal Fusion for Visual ...	2019-01-31	Code
3	Dai et. al [[Dai, Zhang, and Lin2017]]	23.45	No	Detecting Visual Relationships with Deep Relatio...	2017-04-11	Code
4	Liang et. al [[Liang, Lee, and Xing2017]]	22.6	No	Deep Variation-structured Reinforcement Learning...	2017-03-08	Code
5	Zhang et. al [[Hanwang Zhang2017]]	22.42	No	Visual Translation Embedding Network for Visual ...	2017-02-27	Code
6	Peyre et. al [[Peyre et al.2017]]	19.5	No	Weakly-supervised learning of visual relations	2017-07-29	-
7	Lu et. al [[Lu et al.2016]]	17.03	No	Visual Relationship Detection with Language Priors	2016-07-31	-

#1Yu et. al [[Yu et al.2017a]]SOTA
29.43
R@100· 2017-07-28
Visual Relationship Detection with Internal and External Linguistic Knowledge Distillation
#2BLOCK
28.96
R@100· 2019-01-31
BLOCK: Bilinear Superdiagonal Fusion for Visual Question Answering and Visual Relationship Detection Code
#3Dai et. al [[Dai, Zhang, and Lin2017]]SOTA
23.45
R@100· 2017-04-11
Detecting Visual Relationships with Deep Relational Networks Code
#4Liang et. al [[Liang, Lee, and Xing2017]]SOTA
22.6
R@100· 2017-03-08
Deep Variation-structured Reinforcement Learning for Visual Relationship and Attribute Detection Code
#5Zhang et. al [[Hanwang Zhang2017]]SOTA
22.42
R@100· 2017-02-27
Visual Translation Embedding Network for Visual Relation Detection Code
#6Peyre et. al [[Peyre et al.2017]]
19.5
R@100· 2017-07-29
Weakly-supervised learning of visual relations
#7Lu et. al [[Lu et al.2016]]SOTA
17.03
R@100· 2016-07-31
Visual Relationship Detection with Language Priors