OpenCodePapers
visual-dialog-on-visdial-v09-val
Dialogue
Visual Dialog
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Code
MRR
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R@1
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R@10
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R@5
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Mean Rank
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ModelName
ReleaseDate
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Factor Graph Attention
✓ Link
68.92
55.16
92.95
86.26
3.39
9xFGA (VGG)
2019-04-11
Dual Attention Networks for Visual Reference Resolution in Visual Dialog
✓ Link
66.38
53.33
90.38
82.42
4.04
DAN
2019-02-25
Visual Coreference Resolution in Visual Dialog using Neural Module Networks
✓ Link
64.1
50.92
88.81
80.18
4.45
CorefNMN (ResNet-152)
2018-09-06
Are You Talking to Me? Reasoned Visual Dialog Generation through Adversarial Learning
63.98
50.29
88.81
80.71
4.47
CoAtt
2017-11-21
Visual Coreference Resolution in Visual Dialog using Neural Module Networks
✓ Link
63.6
50.24
88.51
79.81
4.53
CorefNMN
2018-09-06
DualVD: An Adaptive Dual Encoding Model for Deep Visual Understanding in Visual Dialogue
✓ Link
62.94
48.64
89.94
80.89
4.17
DualVD
2019-11-17
Two can play this Game: Visual Dialog with Discriminative Question Generation and Answering
62.42
48.55
87.75
78.96
4.70
SF-QIH-se-2
2018-03-29
Best of Both Worlds: Transferring Knowledge from Discriminative Learning to a Generative Visual Dialog Model
✓ Link
62.22
48.48
87.59
78.75
4.81
HCIAE-NP-ATT
2017-06-05
Hierarchical Question-Image Co-Attention for Visual Question Answering
✓ Link
57.88
43.51
83.96
74.49
5.84
HieCoAtt-QI
2016-05-31
Making History Matter: History-Advantage Sequence Training for Visual Dialog
0.6792
54.76
90.68
83.03
3.97
HACAN
2019-02-25
Multi-View Attention Network for Visual Dialog
✓ Link
0.6765
54.65
91.47
83.85
3.73
MVAN
2020-04-29
Iterative Context-Aware Graph Inference for Visual Dialog
✓ Link
0.6756
54.64
91.48
83.72
3.75
CAG
2020-04-05
Recursive Visual Attention in Visual Dialog
✓ Link
0.6634
52.71
90.73
82.97
3.93
RVA
2018-12-06
Reasoning Visual Dialogs with Structural and Partial Observations
✓ Link
0.6285
48.95
88.36
79.65
4.57
GNN
2019-04-11
Visual Dialog
✓ Link
0.5965
45.55
85.37
76.22
5.46
MN-QIH-D
2016-11-26
Visual Dialog
✓ Link
0.5846
44.67
84.22
74.50
5.72
HRE-QIH-D
2016-11-26
Visual Dialog
✓ Link
0.5807
43.82
84.07
74.68
5.78
HRE-QIH-D
2016-11-26
Visual Reference Resolution using Attention Memory for Visual Dialog
48.53
87.43
78.66
4.86
AMEM
2017-09-23