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Visual Question Answering

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Papers

Recently Added Most Hyped Most Active Needs Verification Most Verified

Showing 981–990 of 2177 papers

Title	Date	Tasks	Status	Hype
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
Video-LLaVA: Learning United Visual Representation by Alignment Before Projection	Nov 16, 2023	Language ModelingLanguage Modelling	CodeCode Available	4
Improving Zero-shot Visual Question Answering via Large Language Models with Reasoning Question Prompts	Nov 15, 2023	Question AnsweringSentence	CodeCode Available	0
Attribute Diversity Determines the Systematicity Gap in VQA	Nov 15, 2023	AttributeDiagnostic	CodeCode Available	0
Asking More Informative Questions for Grounded Retrieval	Nov 14, 2023	Question AnsweringQuestion Selection	—Unverified	0
A Comprehensive Evaluation of GPT-4V on Knowledge-Intensive Visual Question Answering	Nov 13, 2023	Decision MakingExplanation Generation	CodeCode Available	1
Volcano: Mitigating Multimodal Hallucination through Self-Feedback Guided Revision	Nov 13, 2023	HallucinationMM-Vet	CodeCode Available	1
What Large Language Models Bring to Text-rich VQA?	Nov 13, 2023	Image ComprehensionOptical Character Recognition (OCR)	—Unverified	0
SPHINX: The Joint Mixing of Weights, Tasks, and Visual Embeddings for Multi-modal Large Language Models	Nov 13, 2023	Described Object DetectionLanguage Modeling	CodeCode Available	4

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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