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Visual Question Answering

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Papers

Recently Added Most Hyped Most Active Needs Verification Most Verified

Showing 1291–1300 of 2177 papers

Title	Date	Tasks	Status	Hype
Unleashing the Potential of Large Language Model: Zero-shot VQA for Flood Disaster Scenario	Dec 4, 2023	Language ModelingLanguage Modelling	—Unverified	0
Merlin:Empowering Multimodal LLMs with Foresight Minds	Nov 30, 2023	Visual Question Answering	—Unverified	0
Towards Top-Down Reasoning: An Explainable Multi-Agent Approach for Visual Question Answering	Nov 29, 2023	Common Sense ReasoningQuestion Answering	—Unverified	0
DreamSync: Aligning Text-to-Image Generation with Image Understanding Feedback	Nov 29, 2023	Image GenerationQuestion Answering	—Unverified	0
The curse of language biases in remote sensing VQA: the role of spatial attributes, language diversity, and the need for clear evaluation	Nov 28, 2023	DiversityQuestion Answering	—Unverified	0
Fully Authentic Visual Question Answering Dataset from Online Communities	Nov 27, 2023	Question AnsweringVisual Question Answering	CodeCode Available	0
Lego: Learning to Disentangle and Invert Personalized Concepts Beyond Object Appearance in Text-to-Image Diffusion Models	Nov 23, 2023	Language ModellingLarge Language Model	—Unverified	0
ShareGPT4V: Improving Large Multi-Modal Models with Better Captions	Nov 21, 2023	DescriptiveMME	CodeCode Available	0
Filling the Image Information Gap for VQA: Prompting Large Language Models to Proactively Ask Questions	Nov 20, 2023	Question AnsweringVisual Question Answering	CodeCode Available	0
Improving Zero-shot Visual Question Answering via Large Language Models with Reasoning Question Prompts	Nov 15, 2023	Question AnsweringSentence	CodeCode Available	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