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Visual Question Answering

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Papers

Recently Added Most Hyped Most Active Needs Verification Most Verified

Showing 1971–1980 of 2177 papers

Title	Date	Tasks	Status	Hype
From Known to the Unknown: Transferring Knowledge to Answer Questions about Novel Visual and Semantic Concepts	Nov 30, 2018	Novel ConceptsQuestion Answering	—Unverified	0
Visual Question Answering as Reading Comprehension	Nov 29, 2018	Common Sense ReasoningGeneral Knowledge	—Unverified	0
CLEAR: A Dataset for Compositional Language and Elementary Acoustic Reasoning	Nov 26, 2018	Acoustic Question AnsweringQuestion Answering	CodeCode Available	0
Visual Entailment Task for Visually-Grounded Language Learning	Nov 26, 2018	Grounded language learningNatural Language Inference	—Unverified	0
A dataset of clinically generated visual questions and answers about radiology images	Nov 20, 2018	Decision MakingMedical Visual Question Answering	—Unverified	0
Explicit Bias Discovery in Visual Question Answering Models	Nov 19, 2018	Question AnsweringVisual Question Answering	—Unverified	0
Zero-Shot Transfer VQA Dataset	Nov 2, 2018	Question AnsweringTransfer Learning	—Unverified	0
Out of the Box: Reasoning with Graph Convolution Nets for Factual Visual Question Answering	Nov 1, 2018	Factual Visual Question AnsweringGeneral Knowledge	—Unverified	0
Compositional Attention Networks for Interpretability in Natural Language Question Answering	Oct 30, 2018	Logical ReasoningQuestion Answering	—Unverified	0
Gated Hierarchical Attention for Image Captioning	Oct 30, 2018	DecoderImage Captioning	CodeCode Available	1

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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