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Visual Question Answering

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Papers

Recently Added Most Hyped Most Active Needs Verification Most Verified

Showing 1481–1490 of 2177 papers

Title	Date	Tasks	Status	Hype
COIN: Counterfactual Image Generation for VQA Interpretation	Jan 10, 2022	counterfactualImage Generation	—Unverified	0
Interactive Attention AI to translate low light photos to captions for night scene understanding in women safety	Jan 4, 2022	DecoderDeep Learning	—Unverified	0
Transform-Retrieve-Generate: Natural Language-Centric Outside-Knowledge Visual Question Answering	Jan 1, 2022	Generative Question AnsweringImage to text	—Unverified	0
Maintaining Reasoning Consistency in Compositional Visual Question Answering	Jan 1, 2022	Question AnsweringVisual Question Answering	CodeCode Available	1
Towards General Purpose Vision Systems: An End-to-End Task-Agnostic Vision-Language Architecture	Jan 1, 2022	Question AnsweringVisual Question Answering	—Unverified	0
V-Doc: Visual Questions Answers With Documents	Jan 1, 2022	Question AnsweringQuestion Generation	—Unverified	0
Query and Attention Augmentation for Knowledge-Based Explainable Reasoning	Jan 1, 2022	Question AnsweringVisual Question Answering	CodeCode Available	0
Does CLIP Benefit Visual Question Answering in the Medical Domain as Much as it Does in the General Domain?	Dec 27, 2021	ArticlesMedical Visual Question Answering	—Unverified	0
Multi-Image Visual Question Answering	Dec 27, 2021	Question AnsweringVisual Question Answering	CodeCode Available	0
LaTr: Layout-Aware Transformer for Scene-Text VQA	Dec 23, 2021	Optical Character Recognition (OCR)Question Answering	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