Dialogue on VisDial v0.9 val

Metric: Mean Rank (higher is better)

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#	Model↕	Mean Rank▼	Extra Data	Paper	Date↕	Code
1	HieCoAtt-QI	5.84	No	Hierarchical Question-Image Co-Attention for Vis...	2016-05-31	Code
2	HRE-QIH-D	5.78	No	Visual Dialog	2016-11-26	Code
3	HRE-QIH-D	5.72	No	Visual Dialog	2016-11-26	Code
4	MN-QIH-D	5.46	No	Visual Dialog	2016-11-26	Code
5	AMEM	4.86	No	Visual Reference Resolution using Attention Memo...	2017-09-23	-
6	HCIAE-NP-ATT	4.81	No	Best of Both Worlds: Transferring Knowledge from...	2017-06-05	Code
7	SF-QIH-se-2	4.7	No	Two can play this Game: Visual Dialog with Discr...	2018-03-29	-
8	GNN	4.57	No	Reasoning Visual Dialogs with Structural and Par...	2019-04-11	Code
9	CorefNMN	4.53	No	Visual Coreference Resolution in Visual Dialog u...	2018-09-06	Code
10	CoAtt	4.47	No	Are You Talking to Me? Reasoned Visual Dialog Ge...	2017-11-21	-
11	CorefNMN (ResNet-152)	4.45	No	Visual Coreference Resolution in Visual Dialog u...	2018-09-06	Code
12	DualVD	4.17	No	DualVD: An Adaptive Dual Encoding Model for Deep...	2019-11-17	Code
13	DAN	4.04	No	Dual Attention Networks for Visual Reference Res...	2019-02-25	Code
14	HACAN	3.97	No	Making History Matter: History-Advantage Sequenc...	2019-02-25	-
15	RVA	3.93	No	Recursive Visual Attention in Visual Dialog	2018-12-06	Code
16	CAG	3.75	No	Iterative Context-Aware Graph Inference for Visu...	2020-04-05	Code
17	MVAN	3.73	No	Multi-View Attention Network for Visual Dialog	2020-04-29	Code
18	9xFGA (VGG)	3.39	No	Factor Graph Attention	2019-04-11	Code

#1HieCoAtt-QISOTA
5.84
Mean Rank· 2016-05-31
Hierarchical Question-Image Co-Attention for Visual Question Answering Code
#2HRE-QIH-D
5.78
Mean Rank· 2016-11-26
Visual Dialog Code
#3HRE-QIH-D
5.72
Mean Rank· 2016-11-26
Visual Dialog Code
#4MN-QIH-D
5.46
Mean Rank· 2016-11-26
Visual Dialog Code
#5AMEM
4.86
Mean Rank· 2017-09-23
Visual Reference Resolution using Attention Memory for Visual Dialog
#6HCIAE-NP-ATT
4.81
Mean Rank· 2017-06-05
Best of Both Worlds: Transferring Knowledge from Discriminative Learning to a Generative Visual Dialog Model Code
#7SF-QIH-se-2
4.7
Mean Rank· 2018-03-29
Two can play this Game: Visual Dialog with Discriminative Question Generation and Answering
#8GNN
4.57
Mean Rank· 2019-04-11
Reasoning Visual Dialogs with Structural and Partial Observations Code
#9CorefNMN
4.53
Mean Rank· 2018-09-06
Visual Coreference Resolution in Visual Dialog using Neural Module Networks Code
#10CoAtt
4.47
Mean Rank· 2017-11-21
Are You Talking to Me? Reasoned Visual Dialog Generation through Adversarial Learning
#11CorefNMN (ResNet-152)
4.45
Mean Rank· 2018-09-06
Visual Coreference Resolution in Visual Dialog using Neural Module Networks Code
#12DualVD
4.17
Mean Rank· 2019-11-17
DualVD: An Adaptive Dual Encoding Model for Deep Visual Understanding in Visual Dialogue Code
#13DAN
4.04
Mean Rank· 2019-02-25
Dual Attention Networks for Visual Reference Resolution in Visual Dialog Code
#14HACAN
3.97
Mean Rank· 2019-02-25
Making History Matter: History-Advantage Sequence Training for Visual Dialog
#15RVA
3.93
Mean Rank· 2018-12-06
Recursive Visual Attention in Visual Dialog Code
#16CAG
3.75
Mean Rank· 2020-04-05
Iterative Context-Aware Graph Inference for Visual Dialog Code
#17MVAN
3.73
Mean Rank· 2020-04-29
Multi-View Attention Network for Visual Dialog Code
#189xFGA (VGG)
3.39
Mean Rank· 2019-04-11
Factor Graph Attention Code