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Visual Question Answering

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Papers

Recently Added Most Hyped Most Active Needs Verification Most Verified

Showing 1271–1280 of 2177 papers

Title	Date	Tasks	Status	Hype
Toward Multi-Granularity Decision-Making: Explicit Visual Reasoning with Hierarchical Knowledge	Jan 1, 2023	Decision MakingQuestion Answering	CodeCode Available	0
Image as a Foreign Language: BEiT Pretraining for Vision and Vision-Language Tasks	Jan 1, 2023	Cross-Modal RetrievalImage Captioning	—Unverified	0
Exploring the Effect of Primitives for Compositional Generalization in Vision-and-Language	Jan 1, 2023	Question AnsweringSelf-Supervised Learning	CodeCode Available	0
RMLVQA: A Margin Loss Approach for Visual Question Answering With Language Biases	Jan 1, 2023	Question AnsweringVisual Question Answering	—Unverified	0
VQACL: A Novel Visual Question Answering Continual Learning Setting	Jan 1, 2023	Continual LearningQuestion Answering	CodeCode Available	1
From Images to Textual Prompts: Zero-Shot Visual Question Answering With Frozen Large Language Models	Jan 1, 2023	Question AnsweringVisual Question Answering	—Unverified	0
When are Lemons Purple? The Concept Association Bias of Vision-Language Models	Dec 22, 2022	Attributeimage-classification	—Unverified	0
UnICLAM:Contrastive Representation Learning with Adversarial Masking for Unified and Interpretable Medical Vision Question Answering	Dec 21, 2022	Data AugmentationDecision Making	—Unverified	0
From Images to Textual Prompts: Zero-shot VQA with Frozen Large Language Models	Dec 21, 2022	Question AnsweringVisual Question Answering	CodeCode Available	0
Towards Unsupervised Visual Reasoning: Do Off-The-Shelf Features Know How to Reason?	Dec 20, 2022	Question AnsweringRepresentation Learning	—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