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Visual Question Answering

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Recently Added Most Hyped Most Active Needs Verification Most Verified

Showing 1001–1010 of 2177 papers

Title	Date	Tasks	Status	Hype
CogVLM: Visual Expert for Pretrained Language Models	Nov 6, 2023	1 Image, 2*2 StitchingFS-MEVQA	CodeCode Available	5
GPT-4V-AD: Exploring Grounding Potential of VQA-oriented GPT-4V for Zero-shot Anomaly Detection	Nov 5, 2023	Anomaly DetectionQuestion Answering	CodeCode Available	1
VQA-GEN: A Visual Question Answering Benchmark for Domain Generalization	Nov 1, 2023	Domain GeneralizationQuestion Answering	—Unverified	0
From Image to Language: A Critical Analysis of Visual Question Answering (VQA) Approaches, Challenges, and Opportunities	Nov 1, 2023	NavigateQuestion Answering	—Unverified	0
Making Large Language Models Better Data Creators	Oct 31, 2023	Instruction FollowingPrompt Engineering	CodeCode Available	1
Language Guided Visual Question Answering: Elevate Your Multimodal Language Model Using Knowledge-Enriched Prompts	Oct 31, 2023	Image CaptioningLanguage Modeling	CodeCode Available	1
A Systematic Evaluation of GPT-4V's Multimodal Capability for Medical Image Analysis	Oct 31, 2023	DescriptiveMedical Image Analysis	—Unverified	0
Multimodal ChatGPT for Medical Applications: an Experimental Study of GPT-4V	Oct 29, 2023	DiagnosticLanguage Modeling	CodeCode Available	1
Learning to Follow Object-Centric Image Editing Instructions Faithfully	Oct 29, 2023	ObjectQuestion Answering	CodeCode Available	0
Dynamic Task and Weight Prioritization Curriculum Learning for Multimodal Imagery	Oct 29, 2023	Deep LearningMultimodal Deep Learning	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