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Visual Question Answering

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Papers

Recently Added Most Hyped Most Active Needs Verification Most Verified

Showing 1111–1120 of 2177 papers

Title	Date	Tasks	Status	Hype
Emu: Generative Pretraining in Multimodality	Jul 11, 2023	Image CaptioningImage Generation	CodeCode Available	3
Self-Adaptive Sampling for Efficient Video Question-Answering on Image--Text Models	Jul 9, 2023	Question AnsweringTGIF-Frame	CodeCode Available	1
GPT4RoI: Instruction Tuning Large Language Model on Region-of-Interest	Jul 7, 2023	AttributeCommon Sense Reasoning	CodeCode Available	2
Structure Guided Multi-modal Pre-trained Transformer for Knowledge Graph Reasoning	Jul 6, 2023	Knowledge GraphsQuestion Answering	—Unverified	0
UIT-Saviors at MEDVQA-GI 2023: Improving Multimodal Learning with Image Enhancement for Gastrointestinal Visual Question Answering	Jul 6, 2023	DiagnosticImage Enhancement	—Unverified	0
JourneyDB: A Benchmark for Generative Image Understanding	Jul 3, 2023	Image CaptioningImage Comprehension	CodeCode Available	2
Localized Questions in Medical Visual Question Answering	Jul 3, 2023	Medical Visual Question AnsweringQuestion Answering	CodeCode Available	1
Multimodal Prompt Retrieval for Generative Visual Question Answering	Jun 30, 2023	Domain AdaptationGenerative Visual Question Answering	CodeCode Available	1
Answer Mining from a Pool of Images: Towards Retrieval-Based Visual Question Answering	Jun 29, 2023	Answer GenerationQuestion Answering	CodeCode Available	1
Pre-Training Multi-Modal Dense Retrievers for Outside-Knowledge Visual Question Answering	Jun 28, 2023	Passage RetrievalQuestion 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