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Visual Question Answering

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Recently Added Most Hyped Most Active Needs Verification Most Verified

Showing 2031–2040 of 2177 papers

Title	Date	Tasks	Status	Hype
Two can play this Game: Visual Dialog with Discriminative Question Generation and Answering	Mar 29, 2018	Image CaptioningQuestion Answering	—Unverified	0
Generalized Hadamard-Product Fusion Operators for Visual Question Answering	Mar 26, 2018	Neural Architecture SearchQuestion Answering	—Unverified	0
Explicit Reasoning over End-to-End Neural Architectures for Visual Question Answering	Mar 23, 2018	Question AnsweringVisual Question Answering	—Unverified	0
Attention on Attention: Architectures for Visual Question Answering (VQA)	Mar 21, 2018	GPUQuestion Answering	CodeCode Available	0
VQA-E: Explaining, Elaborating, and Enhancing Your Answers for Visual Questions	Mar 20, 2018	Explanatory Visual Question AnsweringMulti-Task Learning	—Unverified	0
Inverse Visual Question Answering: A New Benchmark and VQA Diagnosis Tool	Mar 16, 2018	Question AnsweringReinforcement Learning	—Unverified	0
Transparency by Design: Closing the Gap Between Performance and Interpretability in Visual Reasoning	Mar 14, 2018	Question AnsweringVisual Question Answering	CodeCode Available	0
VizWiz Grand Challenge: Answering Visual Questions from Blind People	Feb 22, 2018	Question AnsweringVisual Question Answering	CodeCode Available	0
Learning to Count Objects in Natural Images for Visual Question Answering	Feb 15, 2018	Visual Question AnsweringVisual Question Answering (VQA)	CodeCode Available	0
Multimodal Explanations: Justifying Decisions and Pointing to the Evidence	Feb 15, 2018	Activity RecognitionExplainable Models	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