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Visual Question Answering

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Recently Added Most Hyped Most Active Needs Verification Most Verified

Showing 1271–1280 of 2177 papers

Title	Date	Tasks	Status	Hype	Score
Vision-Language Models for Edge Networks: A Comprehensive Survey	Feb 11, 2025	Autonomous VehiclesImage Captioning	—Unverified	0	0
Multimodal Learning and Reasoning for Visual Question Answering	Dec 1, 2017	Question AnsweringRepresentation Learning	—Unverified	0	0
Scene Graph Reasoning with Prior Visual Relationship for Visual Question Answering	Dec 23, 2018	Cross-Modal Information RetrievalInformation Retrieval	—Unverified	0	0
Multimodal Neural Graph Memory Networks for Visual Question Answering	Jul 1, 2020	Graph Neural NetworkQuestion Answering	—Unverified	0	0
DLIP: Distilling Language-Image Pre-training	Aug 24, 2023	Image CaptioningImage-text Retrieval	—Unverified	0	0
A Multimodal Memes Classification: A Survey and Open Research Issues	Sep 17, 2020	ClassificationGeneral Classification	—Unverified	0	0
Diversity and Consistency: Exploring Visual Question-Answer Pair Generation	Nov 1, 2021	DiversityQuestion Answering	—Unverified	0	0
Diversifying Joint Vision-Language Tokenization Learning	Jun 6, 2023	Question AnsweringRepresentation Learning	—Unverified	0	0
Multimodal Representations for Teacher-Guided Compositional Visual Reasoning	Oct 24, 2023	Question AnsweringVisual Question Answering	—Unverified	0	0
Multimodal Reranking for Knowledge-Intensive Visual Question Answering	Jul 17, 2024	Answer GenerationQuestion Answering	—Unverified	0	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