Visual Dialog on VisDial v0.9 val

Metric: R@10 (higher is better)

LeaderboardDataset

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Results

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#	Model↕	R@10▼	Extra Data	Paper	Date↕	Code
1	9xFGA (VGG)	92.95	No	Factor Graph Attention	2019-04-11	Code
2	CAG	91.48	No	Iterative Context-Aware Graph Inference for Visu...	2020-04-05	Code
3	MVAN	91.47	No	Multi-View Attention Network for Visual Dialog	2020-04-29	Code
4	RVA	90.73	No	Recursive Visual Attention in Visual Dialog	2018-12-06	Code
5	HACAN	90.68	No	Making History Matter: History-Advantage Sequenc...	2019-02-25	-
6	DAN	90.38	No	Dual Attention Networks for Visual Reference Res...	2019-02-25	Code
7	DualVD	89.94	No	DualVD: An Adaptive Dual Encoding Model for Deep...	2019-11-17	Code
8	CorefNMN (ResNet-152)	88.81	No	Visual Coreference Resolution in Visual Dialog u...	2018-09-06	Code
9	CoAtt	88.81	No	Are You Talking to Me? Reasoned Visual Dialog Ge...	2017-11-21	-
10	CorefNMN	88.51	No	Visual Coreference Resolution in Visual Dialog u...	2018-09-06	Code
11	GNN	88.36	No	Reasoning Visual Dialogs with Structural and Par...	2019-04-11	Code
12	SF-QIH-se-2	87.75	No	Two can play this Game: Visual Dialog with Discr...	2018-03-29	-
13	HCIAE-NP-ATT	87.59	No	Best of Both Worlds: Transferring Knowledge from...	2017-06-05	Code
14	AMEM	87.43	No	Visual Reference Resolution using Attention Memo...	2017-09-23	-
15	MN-QIH-D	85.37	No	Visual Dialog	2016-11-26	Code
16	HRE-QIH-D	84.22	No	Visual Dialog	2016-11-26	Code
17	HRE-QIH-D	84.07	No	Visual Dialog	2016-11-26	Code
18	HieCoAtt-QI	83.96	No	Hierarchical Question-Image Co-Attention for Vis...	2016-05-31	Code

#19xFGA (VGG)SOTA
92.95
R@10· 2019-04-11
Factor Graph Attention Code
#2CAG
91.48
R@10· 2020-04-05
Iterative Context-Aware Graph Inference for Visual Dialog Code
#3MVAN
91.47
R@10· 2020-04-29
Multi-View Attention Network for Visual Dialog Code
#4RVASOTA
90.73
R@10· 2018-12-06
Recursive Visual Attention in Visual Dialog Code
#5HACAN
90.68
R@10· 2019-02-25
Making History Matter: History-Advantage Sequence Training for Visual Dialog
#6DAN
90.38
R@10· 2019-02-25
Dual Attention Networks for Visual Reference Resolution in Visual Dialog Code
#7DualVD
89.94
R@10· 2019-11-17
DualVD: An Adaptive Dual Encoding Model for Deep Visual Understanding in Visual Dialogue Code
#8CorefNMN (ResNet-152)
88.81
R@10· 2018-09-06
Visual Coreference Resolution in Visual Dialog using Neural Module Networks Code
#9CoAttSOTA
88.81
R@10· 2017-11-21
Are You Talking to Me? Reasoned Visual Dialog Generation through Adversarial Learning
#10CorefNMN
88.51
R@10· 2018-09-06
Visual Coreference Resolution in Visual Dialog using Neural Module Networks Code
#11GNN
88.36
R@10· 2019-04-11
Reasoning Visual Dialogs with Structural and Partial Observations Code
#12SF-QIH-se-2
87.75
R@10· 2018-03-29
Two can play this Game: Visual Dialog with Discriminative Question Generation and Answering
#13HCIAE-NP-ATTSOTA
87.59
R@10· 2017-06-05
Best of Both Worlds: Transferring Knowledge from Discriminative Learning to a Generative Visual Dialog Model Code
#14AMEM
87.43
R@10· 2017-09-23
Visual Reference Resolution using Attention Memory for Visual Dialog
#15MN-QIH-DSOTA
85.37
R@10· 2016-11-26
Visual Dialog Code
#16HRE-QIH-D
84.22
R@10· 2016-11-26
Visual Dialog Code
#17HRE-QIH-D
84.07
R@10· 2016-11-26
Visual Dialog Code
#18HieCoAtt-QISOTA
83.96
R@10· 2016-05-31
Hierarchical Question-Image Co-Attention for Visual Question Answering Code