Visual Dialog on VisDial v0.9 val

Metric: R@1 (higher is better)

LeaderboardDataset

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#	Model↕	R@1▼	Extra Data	Paper	Date↕	Code
1	9xFGA (VGG)	55.16	No	Factor Graph Attention	2019-04-11	Code
2	HACAN	54.76	No	Making History Matter: History-Advantage Sequenc...	2019-02-25	-
3	MVAN	54.65	No	Multi-View Attention Network for Visual Dialog	2020-04-29	Code
4	CAG	54.64	No	Iterative Context-Aware Graph Inference for Visu...	2020-04-05	Code
5	DAN	53.33	No	Dual Attention Networks for Visual Reference Res...	2019-02-25	Code
6	RVA	52.71	No	Recursive Visual Attention in Visual Dialog	2018-12-06	Code
7	CorefNMN (ResNet-152)	50.92	No	Visual Coreference Resolution in Visual Dialog u...	2018-09-06	Code
8	CoAtt	50.29	No	Are You Talking to Me? Reasoned Visual Dialog Ge...	2017-11-21	-
9	CorefNMN	50.24	No	Visual Coreference Resolution in Visual Dialog u...	2018-09-06	Code
10	GNN	48.95	No	Reasoning Visual Dialogs with Structural and Par...	2019-04-11	Code
11	DualVD	48.64	No	DualVD: An Adaptive Dual Encoding Model for Deep...	2019-11-17	Code
12	SF-QIH-se-2	48.55	No	Two can play this Game: Visual Dialog with Discr...	2018-03-29	-
13	AMEM	48.53	No	Visual Reference Resolution using Attention Memo...	2017-09-23	-
14	HCIAE-NP-ATT	48.48	No	Best of Both Worlds: Transferring Knowledge from...	2017-06-05	Code
15	MN-QIH-D	45.55	No	Visual Dialog	2016-11-26	Code
16	HRE-QIH-D	44.67	No	Visual Dialog	2016-11-26	Code
17	HRE-QIH-D	43.82	No	Visual Dialog	2016-11-26	Code
18	HieCoAtt-QI	43.51	No	Hierarchical Question-Image Co-Attention for Vis...	2016-05-31	Code

#19xFGA (VGG)SOTA
55.16
R@1· 2019-04-11
Factor Graph Attention Code
#2HACANSOTA
54.76
R@1· 2019-02-25
Making History Matter: History-Advantage Sequence Training for Visual Dialog
#3MVAN
54.65
R@1· 2020-04-29
Multi-View Attention Network for Visual Dialog Code
#4CAG
54.64
R@1· 2020-04-05
Iterative Context-Aware Graph Inference for Visual Dialog Code
#5DAN
53.33
R@1· 2019-02-25
Dual Attention Networks for Visual Reference Resolution in Visual Dialog Code
#6RVASOTA
52.71
R@1· 2018-12-06
Recursive Visual Attention in Visual Dialog Code
#7CorefNMN (ResNet-152)SOTA
50.92
R@1· 2018-09-06
Visual Coreference Resolution in Visual Dialog using Neural Module Networks Code
#8CoAttSOTA
50.29
R@1· 2017-11-21
Are You Talking to Me? Reasoned Visual Dialog Generation through Adversarial Learning
#9CorefNMN
50.24
R@1· 2018-09-06
Visual Coreference Resolution in Visual Dialog using Neural Module Networks Code
#10GNN
48.95
R@1· 2019-04-11
Reasoning Visual Dialogs with Structural and Partial Observations Code
#11DualVD
48.64
R@1· 2019-11-17
DualVD: An Adaptive Dual Encoding Model for Deep Visual Understanding in Visual Dialogue Code
#12SF-QIH-se-2
48.55
R@1· 2018-03-29
Two can play this Game: Visual Dialog with Discriminative Question Generation and Answering
#13AMEMSOTA
48.53
R@1· 2017-09-23
Visual Reference Resolution using Attention Memory for Visual Dialog
#14HCIAE-NP-ATTSOTA
48.48
R@1· 2017-06-05
Best of Both Worlds: Transferring Knowledge from Discriminative Learning to a Generative Visual Dialog Model Code
#15MN-QIH-DSOTA
45.55
R@1· 2016-11-26
Visual Dialog Code
#16HRE-QIH-D
44.67
R@1· 2016-11-26
Visual Dialog Code
#17HRE-QIH-D
43.82
R@1· 2016-11-26
Visual Dialog Code
#18HieCoAtt-QISOTA
43.51
R@1· 2016-05-31
Hierarchical Question-Image Co-Attention for Visual Question Answering Code