Visual Relationship Detection on VRD Phrase Detection

Metric: R@50 (higher is better)

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#	Model↕	R@50▼	Extra Data	Paper	Date↕	Code
1	Yu et. al [[Yu et al.2017a]]	26.32	No	Visual Relationship Detection with Internal and ...	2017-07-28	-
2	BLOCK	26.32	No	BLOCK: Bilinear Superdiagonal Fusion for Visual ...	2019-01-31	Code
3	Liang et. al [[Liang, Lee, and Xing2017]]	21.37	No	Deep Variation-structured Reinforcement Learning...	2017-03-08	Code
4	Dai et. al [[Dai, Zhang, and Lin2017]]	19.93	No	Detecting Visual Relationships with Deep Relatio...	2017-04-11	Code
5	Zhang et. al [[Hanwang Zhang2017]]	19.42	No	Visual Translation Embedding Network for Visual ...	2017-02-27	Code
6	Peyre et. al [[Peyre et al.2017]]	17.9	No	Weakly-supervised learning of visual relations	2017-07-29	-
7	Lu et. al [[Lu et al.2016]]	16.17	No	Visual Relationship Detection with Language Priors	2016-07-31	-

#1Yu et. al [[Yu et al.2017a]]SOTA
26.32
R@50· 2017-07-28
Visual Relationship Detection with Internal and External Linguistic Knowledge Distillation
#2BLOCK
26.32
R@50· 2019-01-31
BLOCK: Bilinear Superdiagonal Fusion for Visual Question Answering and Visual Relationship Detection Code
#3Liang et. al [[Liang, Lee, and Xing2017]]SOTA
21.37
R@50· 2017-03-08
Deep Variation-structured Reinforcement Learning for Visual Relationship and Attribute Detection Code
#4Dai et. al [[Dai, Zhang, and Lin2017]]
19.93
R@50· 2017-04-11
Detecting Visual Relationships with Deep Relational Networks Code
#5Zhang et. al [[Hanwang Zhang2017]]SOTA
19.42
R@50· 2017-02-27
Visual Translation Embedding Network for Visual Relation Detection Code
#6Peyre et. al [[Peyre et al.2017]]
17.9
R@50· 2017-07-29
Weakly-supervised learning of visual relations
#7Lu et. al [[Lu et al.2016]]SOTA
16.17
R@50· 2016-07-31
Visual Relationship Detection with Language Priors