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Visual Question Answering

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Recently Added Most Hyped Most Active Needs Verification Most Verified

Showing 2091–2100 of 2177 papers

Title	Date	Tasks	Status	Hype
TUBench: Benchmarking Large Vision-Language Models on Trustworthiness with Unanswerable Questions	Oct 5, 2024	BenchmarkingHallucination	CodeCode Available	0
Delving Deeper into Cross-lingual Visual Question Answering	Feb 15, 2022	Inductive BiasQuestion Answering	CodeCode Available	0
Why do These Match? Explaining the Behavior of Image Similarity Models	May 26, 2019	AttributeGeneral Classification	CodeCode Available	0
Towards Flexible Evaluation for Generative Visual Question Answering	Aug 1, 2024	DecoderGenerative Visual Question Answering	CodeCode Available	0
Analyzing the Behavior of Visual Question Answering Models	Jun 23, 2016	Question AnsweringVisual Question Answering	CodeCode Available	0
Select, Substitute, Search: A New Benchmark for Knowledge-Augmented Visual Question Answering	Mar 9, 2021	Optical Character Recognition (OCR)Question Answering	CodeCode Available	0
Self-Critical Reasoning for Robust Visual Question Answering	May 24, 2019	Question AnsweringVisual Question Answering	CodeCode Available	0
Visual Question Answering: A Survey of Methods and Datasets	Jul 20, 2016	General KnowledgeSurvey	CodeCode Available	0
WinoGAViL: Gamified Association Benchmark to Challenge Vision-and-Language Models	Jul 25, 2022	Common Sense ReasoningGeneral Knowledge	CodeCode Available	0
How to Determine the Preferred Image Distribution of a Black-Box Vision-Language Model?	Sep 3, 2024	In-Context LearningLanguage Modeling	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