Visual Dialog on VisDial v0.9 val

Metric: MRR (higher is better)

LeaderboardDataset

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Results

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#	Model↕	MRR▼	Extra Data	Paper	Date↕	Code
1	9xFGA (VGG)	68.92	No	Factor Graph Attention	2019-04-11	Code
2	DAN	66.38	No	Dual Attention Networks for Visual Reference Res...	2019-02-25	Code
3	CorefNMN (ResNet-152)	64.1	No	Visual Coreference Resolution in Visual Dialog u...	2018-09-06	Code
4	CoAtt	63.98	No	Are You Talking to Me? Reasoned Visual Dialog Ge...	2017-11-21	-
5	CorefNMN	63.6	No	Visual Coreference Resolution in Visual Dialog u...	2018-09-06	Code
6	DualVD	62.94	No	DualVD: An Adaptive Dual Encoding Model for Deep...	2019-11-17	Code
7	SF-QIH-se-2	62.42	No	Two can play this Game: Visual Dialog with Discr...	2018-03-29	-
8	HCIAE-NP-ATT	62.22	No	Best of Both Worlds: Transferring Knowledge from...	2017-06-05	Code
9	HieCoAtt-QI	57.88	No	Hierarchical Question-Image Co-Attention for Vis...	2016-05-31	Code
10	HACAN	0.6792	No	Making History Matter: History-Advantage Sequenc...	2019-02-25	-
11	MVAN	0.6765	No	Multi-View Attention Network for Visual Dialog	2020-04-29	Code
12	CAG	0.6756	No	Iterative Context-Aware Graph Inference for Visu...	2020-04-05	Code
13	RVA	0.6634	No	Recursive Visual Attention in Visual Dialog	2018-12-06	Code
14	GNN	0.6285	No	Reasoning Visual Dialogs with Structural and Par...	2019-04-11	Code
15	MN-QIH-D	0.5965	No	Visual Dialog	2016-11-26	Code
16	HRE-QIH-D	0.5846	No	Visual Dialog	2016-11-26	Code
17	HRE-QIH-D	0.5807	No	Visual Dialog	2016-11-26	Code

#19xFGA (VGG)SOTA
68.92
MRR· 2019-04-11
Factor Graph Attention Code
#2DANSOTA
66.38
MRR· 2019-02-25
Dual Attention Networks for Visual Reference Resolution in Visual Dialog Code
#3CorefNMN (ResNet-152)SOTA
64.1
MRR· 2018-09-06
Visual Coreference Resolution in Visual Dialog using Neural Module Networks Code
#4CoAttSOTA
63.98
MRR· 2017-11-21
Are You Talking to Me? Reasoned Visual Dialog Generation through Adversarial Learning
#5CorefNMN
63.6
MRR· 2018-09-06
Visual Coreference Resolution in Visual Dialog using Neural Module Networks Code
#6DualVD
62.94
MRR· 2019-11-17
DualVD: An Adaptive Dual Encoding Model for Deep Visual Understanding in Visual Dialogue Code
#7SF-QIH-se-2
62.42
MRR· 2018-03-29
Two can play this Game: Visual Dialog with Discriminative Question Generation and Answering
#8HCIAE-NP-ATTSOTA
62.22
MRR· 2017-06-05
Best of Both Worlds: Transferring Knowledge from Discriminative Learning to a Generative Visual Dialog Model Code
#9HieCoAtt-QISOTA
57.88
MRR· 2016-05-31
Hierarchical Question-Image Co-Attention for Visual Question Answering Code
#10HACAN
0.6792
MRR· 2019-02-25
Making History Matter: History-Advantage Sequence Training for Visual Dialog
#11MVAN
0.6765
MRR· 2020-04-29
Multi-View Attention Network for Visual Dialog Code
#12CAG
0.6756
MRR· 2020-04-05
Iterative Context-Aware Graph Inference for Visual Dialog Code
#13RVA
0.6634
MRR· 2018-12-06
Recursive Visual Attention in Visual Dialog Code
#14GNN
0.6285
MRR· 2019-04-11
Reasoning Visual Dialogs with Structural and Partial Observations Code
#15MN-QIH-D
0.5965
MRR· 2016-11-26
Visual Dialog Code
#16HRE-QIH-D
0.5846
MRR· 2016-11-26
Visual Dialog Code
#17HRE-QIH-D
0.5807
MRR· 2016-11-26
Visual Dialog Code