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Visual Question Answering

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Showing 1221–1230 of 2177 papers

Title	Date	Tasks	Status	Hype
Location-Free Scene Graph Generation	Mar 20, 2023	Graph GenerationImage Retrieval	CodeCode Available	1
FVQA 2.0: Introducing Adversarial Samples into Fact-based Visual Question Answering	Mar 19, 2023	Common Sense ReasoningInformation Retrieval	—Unverified	0
Logical Implications for Visual Question Answering Consistency	Mar 16, 2023	Language ModelingLanguage Modelling	CodeCode Available	0
GPT-4 Technical Report	Mar 15, 2023	answerability predictionArithmetic Reasoning	CodeCode Available	6
Polar-VQA: Visual Question Answering on Remote Sensed Ice sheet Imagery from Polar Region	Mar 13, 2023	Question AnsweringVisual Question Answering	—Unverified	0
Vision-Language Models as Success Detectors	Mar 13, 2023	Question AnsweringVisual Question Answering	—Unverified	0
Breaking Common Sense: WHOOPS! A Vision-and-Language Benchmark of Synthetic and Compositional Images	Mar 13, 2023	Common Sense ReasoningExplanation Generation	—Unverified	0
Open-Ended Medical Visual Question Answering Through Prefix Tuning of Language Models	Mar 10, 2023	Language ModelingLanguage Modelling	CodeCode Available	1
Understanding and Constructing Latent Modality Structures in Multi-modal Representation Learning	Mar 10, 2023	Few-Shot Image Classificationimage-classification	—Unverified	0
Toward Unsupervised Realistic Visual Question Answering	Mar 9, 2023	Question AnsweringVisual Question Answering	—Unverified	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