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Visual Question Answering

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Papers

Recently Added Most Hyped Most Active Needs Verification Most Verified

Showing 1961–1970 of 2177 papers

Title	Date	Tasks	Status	Hype
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
Dual Attention Networks for Visual Reference Resolution in Visual Dialog	Feb 25, 2019	AI AgentQuestion Answering	CodeCode Available	0
MUREL: Multimodal Relational Reasoning for Visual Question Answering	Feb 25, 2019	Relational ReasoningVisual Question Answering	CodeCode Available	0
Probabilistic Neural-symbolic Models for Interpretable Visual Question Answering	Feb 21, 2019	counterfactualQuestion Answering	—Unverified	0
Generating Natural Language Explanations for Visual Question Answering using Scene Graphs and Visual Attention	Feb 15, 2019	Explanation GenerationLanguage Modeling	—Unverified	0
Cycle-Consistency for Robust Visual Question Answering	Feb 15, 2019	Question AnsweringQuestion Generation	—Unverified	0
Taking a HINT: Leveraging Explanations to Make Vision and Language Models More Grounded	Feb 11, 2019	Image CaptioningQuestion Answering	—Unverified	0
VrR-VG: Refocusing Visually-Relevant Relationships	Feb 1, 2019	Image CaptioningQuestion Answering	—Unverified	0
BLOCK: Bilinear Superdiagonal Fusion for Visual Question Answering and Visual Relationship Detection	Jan 31, 2019	Question AnsweringRelationship Detection	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