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Visual Question Answering

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Recently Added Most Hyped Most Active Needs Verification Most Verified

Showing 1981–1990 of 2177 papers

Title	Date	Tasks	Status	Hype
Do Explanations make VQA Models more Predictable to a Human?	Oct 29, 2018	Question AnsweringVisual Question Answering	—Unverified	0
TallyQA: Answering Complex Counting Questions	Oct 29, 2018	AttributeObject Counting	CodeCode Available	0
Knowing Where to Look? Analysis on Attention of Visual Question Answering System	Oct 9, 2018	Question AnsweringVisual Question Answering	—Unverified	0
Overcoming Language Priors in Visual Question Answering with Adversarial Regularization	Oct 8, 2018	Question AnsweringVisual Grounding	—Unverified	0
Neural-Symbolic VQA: Disentangling Reasoning from Vision and Language Understanding	Oct 4, 2018	Question AnsweringRepresentation Learning	CodeCode Available	0
Transfer Learning via Unsupervised Task Discovery for Visual Question Answering	Oct 3, 2018	Question AnsweringTransfer Learning	CodeCode Available	0
Textually Enriched Neural Module Networks for Visual Question Answering	Sep 23, 2018	Image CaptioningQuestion Answering	—Unverified	0
The Wisdom of MaSSeS: Majority, Subjectivity, and Semantic Similarity in the Evaluation of VQA	Sep 12, 2018	Question AnsweringSemantic Similarity	—Unverified	0
Faithful Multimodal Explanation for Visual Question Answering	Sep 8, 2018	Explanatory Visual Question AnsweringQuestion Answering	CodeCode Available	1
Visual Coreference Resolution in Visual Dialog using Neural Module Networks	Sep 6, 2018	Common Sense Reasoningcoreference-resolution	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