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Visual Question Answering

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Papers

Recently Added Most Hyped Most Active Needs Verification Most Verified

Showing 1411–1420 of 2177 papers

Title	Date	Tasks	Status	Hype
Serving and Optimizing Machine Learning Workflows on Heterogeneous Infrastructures	May 10, 2022	AutoMLBIG-bench Machine Learning	—Unverified	0
Learning to Answer Visual Questions from Web Videos	May 10, 2022	Dataset GenerationQuestion Answering	CodeCode Available	1
Joint learning of object graph and relation graph for visual question answering	May 9, 2022	AttributeGraph Neural Network	—Unverified	0
QLEVR: A Diagnostic Dataset for Quantificational Language and Elementary Visual Reasoning	May 6, 2022	DiagnosticQuestion Answering	CodeCode Available	0
From Easy to Hard: Learning Language-guided Curriculum for Visual Question Answering on Remote Sensing Data	May 6, 2022	Question AnsweringVisual Question Answering	—Unverified	0
What is Right for Me is Not Yet Right for You: A Dataset for Grounding Relative Directions via Multi-Task Learning	May 5, 2022	Multi-Task LearningQuestion Answering	CodeCode Available	0
Declaration-based Prompt Tuning for Visual Question Answering	May 5, 2022	Image-text matchingLanguage Modeling	CodeCode Available	1
All You May Need for VQA are Image Captions	May 4, 2022	AllImage Captioning	CodeCode Available	3
CoCa: Contrastive Captioners are Image-Text Foundation Models	May 4, 2022	Action ClassificationDecoder	CodeCode Available	1
Answer-Me: Multi-Task Open-Vocabulary Visual Question Answering	May 2, 2022	DecoderImage Captioning	—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