Visual Dialog on VisDial v0.9 val

Metric: R@5 (higher is better)

LeaderboardDataset

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#	Model↕	R@5▼	Extra Data	Paper	Date↕	Code
1	9xFGA (VGG)	86.26	No	Factor Graph Attention	2019-04-11	Code
2	MVAN	83.85	No	Multi-View Attention Network for Visual Dialog	2020-04-29	Code
3	CAG	83.72	No	Iterative Context-Aware Graph Inference for Visu...	2020-04-05	Code
4	HACAN	83.03	No	Making History Matter: History-Advantage Sequenc...	2019-02-25	-
5	RVA	82.97	No	Recursive Visual Attention in Visual Dialog	2018-12-06	Code
6	DAN	82.42	No	Dual Attention Networks for Visual Reference Res...	2019-02-25	Code
7	DualVD	80.89	No	DualVD: An Adaptive Dual Encoding Model for Deep...	2019-11-17	Code
8	CoAtt	80.71	No	Are You Talking to Me? Reasoned Visual Dialog Ge...	2017-11-21	-
9	CorefNMN (ResNet-152)	80.18	No	Visual Coreference Resolution in Visual Dialog u...	2018-09-06	Code
10	CorefNMN	79.81	No	Visual Coreference Resolution in Visual Dialog u...	2018-09-06	Code
11	GNN	79.65	No	Reasoning Visual Dialogs with Structural and Par...	2019-04-11	Code
12	SF-QIH-se-2	78.96	No	Two can play this Game: Visual Dialog with Discr...	2018-03-29	-
13	HCIAE-NP-ATT	78.75	No	Best of Both Worlds: Transferring Knowledge from...	2017-06-05	Code
14	AMEM	78.66	No	Visual Reference Resolution using Attention Memo...	2017-09-23	-
15	MN-QIH-D	76.22	No	Visual Dialog	2016-11-26	Code
16	HRE-QIH-D	74.68	No	Visual Dialog	2016-11-26	Code
17	HRE-QIH-D	74.5	No	Visual Dialog	2016-11-26	Code
18	HieCoAtt-QI	74.49	No	Hierarchical Question-Image Co-Attention for Vis...	2016-05-31	Code

#19xFGA (VGG)SOTA
86.26
R@5· 2019-04-11
Factor Graph Attention Code
#2MVAN
83.85
R@5· 2020-04-29
Multi-View Attention Network for Visual Dialog Code
#3CAG
83.72
R@5· 2020-04-05
Iterative Context-Aware Graph Inference for Visual Dialog Code
#4HACANSOTA
83.03
R@5· 2019-02-25
Making History Matter: History-Advantage Sequence Training for Visual Dialog
#5RVASOTA
82.97
R@5· 2018-12-06
Recursive Visual Attention in Visual Dialog Code
#6DAN
82.42
R@5· 2019-02-25
Dual Attention Networks for Visual Reference Resolution in Visual Dialog Code
#7DualVD
80.89
R@5· 2019-11-17
DualVD: An Adaptive Dual Encoding Model for Deep Visual Understanding in Visual Dialogue Code
#8CoAttSOTA
80.71
R@5· 2017-11-21
Are You Talking to Me? Reasoned Visual Dialog Generation through Adversarial Learning
#9CorefNMN (ResNet-152)
80.18
R@5· 2018-09-06
Visual Coreference Resolution in Visual Dialog using Neural Module Networks Code
#10CorefNMN
79.81
R@5· 2018-09-06
Visual Coreference Resolution in Visual Dialog using Neural Module Networks Code
#11GNN
79.65
R@5· 2019-04-11
Reasoning Visual Dialogs with Structural and Partial Observations Code
#12SF-QIH-se-2
78.96
R@5· 2018-03-29
Two can play this Game: Visual Dialog with Discriminative Question Generation and Answering
#13HCIAE-NP-ATTSOTA
78.75
R@5· 2017-06-05
Best of Both Worlds: Transferring Knowledge from Discriminative Learning to a Generative Visual Dialog Model Code
#14AMEM
78.66
R@5· 2017-09-23
Visual Reference Resolution using Attention Memory for Visual Dialog
#15MN-QIH-DSOTA
76.22
R@5· 2016-11-26
Visual Dialog Code
#16HRE-QIH-D
74.68
R@5· 2016-11-26
Visual Dialog Code
#17HRE-QIH-D
74.5
R@5· 2016-11-26
Visual Dialog Code
#18HieCoAtt-QISOTA
74.49
R@5· 2016-05-31
Hierarchical Question-Image Co-Attention for Visual Question Answering Code