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Visual Question Answering

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Papers

Recently Added Most Hyped Most Active Needs Verification Most Verified

Showing 1201–1210 of 2177 papers

Title	Date	Tasks	Status	Hype
Chain of Thought Prompt Tuning in Vision Language Models	Apr 16, 2023	Domain Generalizationimage-classification	—Unverified	0
PDFVQA: A New Dataset for Real-World VQA on PDF Documents	Apr 13, 2023	document understandingKey Information Extraction	—Unverified	0
CLIP-Guided Vision-Language Pre-training for Question Answering in 3D Scenes	Apr 12, 2023	Question AnsweringVisual Question Answering	CodeCode Available	1
Advancing Medical Imaging with Language Models: A Journey from N-grams to ChatGPT	Apr 11, 2023	DiagnosticImage Captioning	—Unverified	0
Boosting Cross-task Transferability of Adversarial Patches with Visual Relations	Apr 11, 2023	Image CaptioningObject Recognition	—Unverified	0
CAVL: Learning Contrastive and Adaptive Representations of Vision and Language	Apr 10, 2023	Image RetrievalPhrase Grounding	—Unverified	0
Multilingual Augmentation for Robust Visual Question Answering in Remote Sensing Images	Apr 7, 2023	Contrastive LearningQuestion Answering	—Unverified	0
Improving Visual Question Answering Models through Robustness Analysis and In-Context Learning with a Chain of Basic Questions	Apr 6, 2023	In-Context LearningQuestion Answering	—Unverified	0
I2I: Initializing Adapters with Improvised Knowledge	Apr 4, 2023	Continual LearningQuestion Answering	CodeCode Available	1
Locate Then Generate: Bridging Vision and Language with Bounding Box for Scene-Text VQA	Apr 4, 2023	Answer GenerationLanguage Modelling	—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