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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
The meaning of "most" for visual question answering models	Dec 31, 2018	Question AnsweringVisual Question Answering	—Unverified	0
Scene Graph Reasoning with Prior Visual Relationship for Visual Question Answering	Dec 23, 2018	Cross-Modal Information RetrievalInformation Retrieval	—Unverified	0
Focal Visual-Text Attention for Memex Question Answering	Dec 14, 2018	Memex Question AnsweringQuestion Answering	CodeCode Available	0
Dynamic Fusion with Intra- and Inter- Modality Attention Flow for Visual Question Answering	Dec 13, 2018	Question AnsweringVisual Question Answering	—Unverified	0
Spatial Knowledge Distillation to aid Visual Reasoning	Dec 10, 2018	DiagnosticKnowledge Distillation	—Unverified	0
Learning Representations of Sets through Optimized Permutations	Dec 10, 2018	General ClassificationQuestion Answering	CodeCode Available	0
Recursive Visual Attention in Visual Dialog	Dec 6, 2018	Question AnsweringVisual Dialog	CodeCode Available	0
Multi-task Learning of Hierarchical Vision-Language Representation	Dec 3, 2018	Multi-Task LearningQuestion Answering	—Unverified	0
Learning to Specialize with Knowledge Distillation for Visual Question Answering	Dec 1, 2018	General ClassificationGeneral Knowledge	—Unverified	0
Chain of Reasoning for Visual Question Answering	Dec 1, 2018	ObjectQuestion Answering	—Unverified	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