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Visual Question Answering

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Papers

Recently Added Most Hyped Most Active Needs Verification Most Verified

Showing 1521–1530 of 2177 papers

Title	Date	Tasks	Status	Hype
VLMAE: Vision-Language Masked Autoencoder	Aug 19, 2022	Image-text RetrievalLanguage Modeling	—Unverified	0
ILLUME: Rationalizing Vision-Language Models through Human Interactions	Aug 17, 2022	Image CaptioningQuestion Answering	CodeCode Available	0
Understanding Attention for Vision-and-Language Tasks	Aug 17, 2022	Image GenerationImage Retrieval	CodeCode Available	0
Aesthetic Visual Question Answering of Photographs	Aug 10, 2022	Question AnsweringSentiment Analysis	—Unverified	0
Uncertainty-based Visual Question Answering: Estimating Semantic Inconsistency between Image and Knowledge Base	Jul 27, 2022	Question AnsweringSemantic Similarity	—Unverified	0
Is GPT-3 all you need for Visual Question Answering in Cultural Heritage?	Jul 25, 2022	AllQuestion Answering	—Unverified	0
Towards Complex Document Understanding By Discrete Reasoning	Jul 25, 2022	document understandingQuestion Answering	—Unverified	0
WinoGAViL: Gamified Association Benchmark to Challenge Vision-and-Language Models	Jul 25, 2022	Common Sense ReasoningGeneral Knowledge	CodeCode Available	0
Visual Perturbation-aware Collaborative Learning for Overcoming the Language Prior Problem	Jul 24, 2022	DiagnosticQuestion Answering	—Unverified	0
Semantic-aware Modular Capsule Routing for Visual Question Answering	Jul 21, 2022	Question AnsweringVisual Question Answering	—Unverified	0

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All datasets MM-Vet ViP-Bench VQA v2 test-dev BenchLMM MMBench V*bench VQA v2 val MSRVTT-QA VQA v2 test-std MMHal-Bench MSVD-QA PlotQA-D1

Benchmark Results

#	Model	Metric	Claimed	Verified	Status
1	MMCTAgent (GPT-4 + GPT-4V)	GPT-4 score	74.24	—	Unverified
2	Qwen2-VL-72B	GPT-4 score	74	—	Unverified
3	InternVL2.5-78B	GPT-4 score	72.3	—	Unverified
4	GPT-4o +text rationale +IoT	GPT-4 score	72.2	—	Unverified
5	Lyra-Pro	GPT-4 score	71.4	—	Unverified
6	GLM-4V-Plus	GPT-4 score	71.1	—	Unverified
7	Phantom-7B	GPT-4 score	70.8	—	Unverified
8	InternVL2.5-38B	GPT-4 score	68.8	—	Unverified
9	InternVL2-26B (SGP, token ratio 64%)	GPT-4 score	65.6	—	Unverified
10	Baichuan-Omni (7B)	GPT-4 score	65.4	—	Unverified