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홈 뉴스 최신 연구 논문 튜토리얼 데이터셋 백과사전 SOTA LLM 모델 GPU 랭킹 컨퍼런스

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HyperAI초신경

Visual Dialog On Visdial V09 Val

평가 지표

MRR

Mean Rank

R@1

R@10

R@5

평가 결과

이 벤치마크에서 각 모델의 성능 결과

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

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Visual Dialog On Visdial V09 Val | SOTA | HyperAI초신경