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Visual Question Answering

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Papers

Recently Added Most Hyped Most Active Needs Verification Most Verified

Showing 1941–1950 of 2177 papers

Title	Date	Tasks	Status	Hype
Scene Graph Prediction with Limited Labels	Apr 25, 2019	Knowledge Base CompletionPrediction	CodeCode Available	0
Question Guided Modular Routing Networks for Visual Question Answering	Apr 17, 2019	Question AnsweringVisual Question Answering	—Unverified	0
Evaluating the Representational Hub of Language and Vision Models	Apr 12, 2019	DiagnosticQuestion Answering	—Unverified	0
Factor Graph Attention	Apr 11, 2019	Graph AttentionQuestion Answering	CodeCode Available	0
Actively Seeking and Learning from Live Data	Apr 5, 2019	Domain AdaptationMeta-Learning	—Unverified	0
Can You Explain That? Lucid Explanations Help Human-AI Collaborative Image Retrieval	Apr 5, 2019	Image RetrievalQuestion Answering	—Unverified	0
MMED: A Multi-domain and Multi-modality Event Dataset	Apr 4, 2019	ArticlesQuestion Answering	—Unverified	0
Relation-Aware Graph Attention Network for Visual Question Answering	Mar 29, 2019	Graph AttentionImplicit Relations	CodeCode Available	0
RAVEN: A Dataset for Relational and Analogical Visual rEasoNing	Mar 7, 2019	Object RecognitionQuestion Answering	—Unverified	0
Answer Them All! Toward Universal Visual Question Answering Models	Mar 1, 2019	AllQuestion 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