Dialogue on Visual Dialog v1.0 test-std

Metric: Mean (higher is better)

LeaderboardDataset

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Results

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#	Model↕	Mean▼	Extra Data	Paper	Date↕	Code
1	qqhe	49.61	No	-	-	-
2	czczx	22.05	No	-	-	-
3	trainval_ch_9	20.71	No	-	-	-
4	mvan_len40_test	13.3	No	-	-	-
5	gat_disc_3	11.96	No	-	-	-
6	5TS	9.01	No	-	-	-
7	simple_test	8.3	No	-	-	-
8	gat_disc_relto_4	7.87	No	-	-	-
9	2	7.42	No	-	-	-
10	20	7.14	No	-	-	-
11	5-2	7.07	No	-	-	-
12	5_4	7.05	No	-	-	-
13	2	7	No	-	-	-
14	10	6.9	No	-	-	-
15	Ensemble	6.69	No	-	-	-
16	Disc, Dense, 4 Ensemble.	6.55	No	-	-	-
17	Single	6.54	No	-	-	-
18	Ensemble + Finetune	6.53	No	Efficient Attention Mechanism for Visual Dialog ...	2019-11-26	Code
19	HRE-QIH-D	6.41	No	Visual Dialog	2016-11-26	Code
20	CE-finetuned, single model	6.28	No	-	-	-
21	shanshandu	6.04	No	-	-	-
22	1	6.04	No	-	-	-
23	1	6	No	-	-	-
24	7	5.98	No	-	-	-
25	1	5.98	No	-	-	-
26	MN-QIH-D	5.95	No	Visual Dialog	2016-11-26	Code
27	MN-QIH-D	5.92	No	Visual Dialog	2016-11-26	Code
28	paratraining1epoch	5.91	No	-	-	-
29	bert-double-stream-finetuning	5.89	No	-	-	-
30	1	5.85	No	-	-	-
31	Ensemble + Fine-tuning	5.79	No	-	-	-
32	VD-PCR	5.72	No	-	-	-
33	ensemble, finetune	5.47	No	-	-	-
34	P1P2+Distill+Ensemble	5.41	No	-	-	-
35	sdfsdaf	5.13	No	-	-	-
36	jkl	5.12	No	-	-	-
37	adasd	4.7	No	-	-	-
38	DLC-4	4.65	No	-	-	-
39	GNN	4.57	No	Reasoning Visual Dialogs with Structural and Par...	2019-04-11	Code
40	lkh(single-model)	4.5	No	-	-	-
41	wqedasd(single model)	4.49	No	-	-	-
42	NMN	4.4	No	Learning to Reason: End-to-End Module Networks f...	2017-04-18	Code
43	CorefNMN (ResNet-152)	4.4	No	Visual Coreference Resolution in Visual Dialog u...	2018-09-06	Code
44	lijunlin_9	4.31	No	-	-	-
45	DAN	4.3	No	Dual Attention Networks for Visual Reference Res...	2019-02-25	Code
46	CARE(Single Model)	4.29	No	-	-	-
47	Bert(two-stream)	4.28	No	-	-	-
48	lijunlin_7	4.26	No	-	-	-
49	kbgn_disc_5	4.22	No	-	-	-
50	HACAN	4.2	No	Making History Matter: History-Advantage Sequenc...	2019-02-25	-
51	ERIC666	4.2	No	-	-	-
52	211	4.18	No	-	-	-
53	RVA	4.18	No	Recursive Visual Attention in Visual Dialog	2018-12-06	Code
54	Synergistic	4.17	No	Image-Question-Answer Synergistic Network for Vi...	2019-02-26	-
55	disc	4.13	No	-	-	-
56	1	4.11	No	-	-	-
57	zxcdd	4.11	No	-	-	-
58	CAG	4.11	No	Iterative Context-Aware Graph Inference for Visu...	2020-04-05	Code
59	DualVD	4.11	No	DualVD: An Adaptive Dual Encoding Model for Deep...	2019-11-17	Code
60	eightepoch	4.09	No	-	-	-
61	zuizhong	4.07	No	-	-	-
62	gr	4.03	No	-	-	-
63	jiuyigedian	3.98	No	-	-	-
64	MVAN	3.97	No	Multi-View Attention Network for Visual Dialog	2020-04-29	Code
65	2 Step: Factor Graph Attention + VD-Bert	3.84	No	Ensemble of MRR and NDCG models for Visual Dialog	2021-04-15	Code
66	single-model	3.82	No	-	-	-
67	Bert2constraints	3.68	No	-	-	-
68	clean_wac_4freeze	3.67	No	-	-	-
69	Two-Step(refactor)	3.66	No	-	-	-
70	single-model	3.44	No	-	-	-
71	SCL_48	3.41	No	-	-	-
72	Transformer+2cons	3.4	No	-	-	-
73	w/ VQA + CC, single model	3.32	No	-	-	-
74	test1	3.32	No	-	-	-
75	sh101	3.31	No	-	-	-
76	CAF	3.3	No	-	-	-
77	single model	3.25	No	-	-	-
78	5xFGA (F-RCNNx101)	3.14	No	Factor Graph Attention	2019-04-11	Code
79	MRR ensemble (Naive)	2.96	No	-	-	-
80	Ensemble FGA + BERT	2.91	No	-	-	-

#1qqhe
49.61
Mean
No paper
#2czczx
22.05
Mean
No paper
#3trainval_ch_9
20.71
Mean
No paper
#4mvan_len40_test
13.3
Mean
No paper
#5gat_disc_3
11.96
Mean
No paper
#65TS
9.01
Mean
No paper
#7simple_test
8.3
Mean
No paper
#8gat_disc_relto_4
7.87
Mean
No paper
#92
7.42
Mean
No paper
#1020
7.14
Mean
No paper
#115-2
7.07
Mean
No paper
#125_4
7.05
Mean
No paper
#132
7
Mean
No paper
#1410
6.9
Mean
No paper
#15Ensemble
6.69
Mean
No paper
#16Disc, Dense, 4 Ensemble.
6.55
Mean
No paper
#17Single
6.54
Mean
No paper
#18Ensemble + FinetuneSOTA
6.53
Mean· 2019-11-26
Efficient Attention Mechanism for Visual Dialog that can Handle All the Interactions between Multiple Inputs Code
#19HRE-QIH-DSOTA
6.41
Mean· 2016-11-26
Visual Dialog Code
#20CE-finetuned, single model
6.28
Mean
No paper
#21shanshandu
6.04
Mean
No paper
#221
6.04
Mean
No paper
#231
6
Mean
No paper
#247
5.98
Mean
No paper
#251
5.98
Mean
No paper
#26MN-QIH-D
5.95
Mean· 2016-11-26
Visual Dialog Code
#27MN-QIH-D
5.92
Mean· 2016-11-26
Visual Dialog Code
#28paratraining1epoch
5.91
Mean
No paper
#29bert-double-stream-finetuning
5.89
Mean
No paper
#301
5.85
Mean
No paper
#31Ensemble + Fine-tuning
5.79
Mean
No paper
#32VD-PCR
5.72
Mean
No paper
#33ensemble, finetune
5.47
Mean
No paper
#34P1P2+Distill+Ensemble
5.41
Mean
No paper
#35sdfsdaf
5.13
Mean
No paper
#36jkl
5.12
Mean
No paper
#37adasd
4.7
Mean
No paper
#38DLC-4
4.65
Mean
No paper
#39GNN
4.57
Mean· 2019-04-11
Reasoning Visual Dialogs with Structural and Partial Observations Code
#40lkh(single-model)
4.5
Mean
No paper
#41wqedasd(single model)
4.49
Mean
No paper
#42NMN
4.4
Mean· 2017-04-18
Learning to Reason: End-to-End Module Networks for Visual Question Answering Code
#43CorefNMN (ResNet-152)
4.4
Mean· 2018-09-06
Visual Coreference Resolution in Visual Dialog using Neural Module Networks Code
#44lijunlin_9
4.31
Mean
No paper
#45DAN
4.3
Mean· 2019-02-25
Dual Attention Networks for Visual Reference Resolution in Visual Dialog Code
#46CARE(Single Model)
4.29
Mean
No paper
#47Bert(two-stream)
4.28
Mean
No paper
#48lijunlin_7
4.26
Mean
No paper
#49kbgn_disc_5
4.22
Mean
No paper
#50HACAN
4.2
Mean· 2019-02-25
Making History Matter: History-Advantage Sequence Training for Visual Dialog
#51ERIC666
4.2
Mean
No paper
#52211
4.18
Mean
No paper
#53RVA
4.18
Mean· 2018-12-06
Recursive Visual Attention in Visual Dialog Code
#54Synergistic
4.17
Mean· 2019-02-26
Image-Question-Answer Synergistic Network for Visual Dialog
#55disc
4.13
Mean
No paper
#561
4.11
Mean
No paper
#57zxcdd
4.11
Mean
No paper
#58CAG
4.11
Mean· 2020-04-05
Iterative Context-Aware Graph Inference for Visual Dialog Code
#59DualVD
4.11
Mean· 2019-11-17
DualVD: An Adaptive Dual Encoding Model for Deep Visual Understanding in Visual Dialogue Code
#60eightepoch
4.09
Mean
No paper
#61zuizhong
4.07
Mean
No paper
#62gr
4.03
Mean
No paper
#63jiuyigedian
3.98
Mean
No paper
#64MVAN
3.97
Mean· 2020-04-29
Multi-View Attention Network for Visual Dialog Code
#652 Step: Factor Graph Attention + VD-Bert
3.84
Mean· 2021-04-15
Ensemble of MRR and NDCG models for Visual Dialog Code
#66single-model
3.82
Mean
No paper
#67Bert2constraints
3.68
Mean
No paper
#68clean_wac_4freeze
3.67
Mean
No paper
#69Two-Step(refactor)
3.66
Mean
No paper
#70single-model
3.44
Mean
No paper
#71SCL_48
3.41
Mean
No paper
#72Transformer+2cons
3.4
Mean
No paper
#73w/ VQA + CC, single model
3.32
Mean
No paper
#74test1
3.32
Mean
No paper
#75sh101
3.31
Mean
No paper
#76CAF
3.3
Mean
No paper
#77single model
3.25
Mean
No paper
#785xFGA (F-RCNNx101)
3.14
Mean· 2019-04-11
Factor Graph Attention Code
#79MRR ensemble (Naive)
2.96
Mean
No paper
#80Ensemble FGA + BERT
2.91
Mean
No paper