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Showing 1301–1310 of 2177 papers

Title	Date	Tasks	Status	Hype
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
What Large Language Models Bring to Text-rich VQA?	Nov 13, 2023	Image ComprehensionOptical Character Recognition (OCR)	—Unverified	0
Visual Commonsense based Heterogeneous Graph Contrastive Learning	Nov 11, 2023	Contrastive LearningQuestion Answering	—Unverified	0
Zero-shot Translation of Attention Patterns in VQA Models to Natural Language	Nov 8, 2023	Image CaptioningLanguage Modeling	CodeCode Available	0
CoVLM: Composing Visual Entities and Relationships in Large Language Models Via Communicative Decoding	Nov 6, 2023	CoLAQuestion 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
VQA-GEN: A Visual Question Answering Benchmark for Domain Generalization	Nov 1, 2023	Domain GeneralizationQuestion Answering	—Unverified	0
A Systematic Evaluation of GPT-4V's Multimodal Capability for Medical Image Analysis	Oct 31, 2023	DescriptiveMedical Image Analysis	—Unverified	0
Learning to Follow Object-Centric Image Editing Instructions Faithfully	Oct 29, 2023	ObjectQuestion Answering	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