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Visual Question Answering

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Papers

Recently Added Most Hyped Most Active Needs Verification Most Verified

Showing 701–710 of 2177 papers

Title	Date	Tasks	Status	Hype
SearchLVLMs: A Plug-and-Play Framework for Augmenting Large Vision-Language Models by Searching Up-to-Date Internet Knowledge	May 23, 2024	Question AnsweringRAG	—Unverified	0
Dynamic Mixture of Experts: An Auto-Tuning Approach for Efficient Transformer Models	May 23, 2024	Mixture-of-ExpertsVisual Question Answering	CodeCode Available	2
Calibrated Self-Rewarding Vision Language Models	May 23, 2024	HallucinationLanguage Modelling	CodeCode Available	2
PitVQA: Image-grounded Text Embedding LLM for Visual Question Answering in Pituitary Surgery	May 22, 2024	Question AnsweringVisual Question Answering	CodeCode Available	1
Image-of-Thought Prompting for Visual Reasoning Refinement in Multimodal Large Language Models	May 22, 2024	Multimodal ReasoningVisual Question Answering	—Unverified	0
Dataset and Benchmark for Urdu Natural Scenes Text Detection, Recognition and Visual Question Answering	May 21, 2024	DiversityInformation Retrieval	CodeCode Available	0
MTVQA: Benchmarking Multilingual Text-Centric Visual Question Answering	May 20, 2024	BenchmarkingQuestion Answering	CodeCode Available	2
Imp: Highly Capable Large Multimodal Models for Mobile Devices	May 20, 2024	QuantizationVisual Question Answering	CodeCode Available	2
Inquire, Interact, and Integrate: A Proactive Agent Collaborative Framework for Zero-Shot Multimodal Medical Reasoning	May 19, 2024	Multimodal ReasoningQuestion Answering	—Unverified	0
EyeFound: A Multimodal Generalist Foundation Model for Ophthalmic Imaging	May 18, 2024	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