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Visual Question Answering

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Papers

Recently Added Most Hyped Most Active Needs Verification Most Verified

Showing 1291–1300 of 2177 papers

Title	Date	Tasks	Status	Hype
PiggyBack: Pretrained Visual Question Answering Environment for Backing up Non-deep Learning Professionals	Nov 29, 2022	Deep LearningQuestion Answering	—Unverified	0
Neuro-Symbolic Spatio-Temporal Reasoning	Nov 28, 2022	AI AgentImage Segmentation	—Unverified	0
Seeing What You Miss: Vision-Language Pre-training with Semantic Completion Learning	Nov 24, 2022	cross-modal alignmentImage-text Retrieval	CodeCode Available	1
Self-supervised vision-language pretraining for Medical visual question answering	Nov 24, 2022	Contrastive LearningImage-text matching	CodeCode Available	1
Look, Read and Ask: Learning to Ask Questions by Reading Text in Images	Nov 23, 2022	Optical Character Recognition (OCR)Question Answering	—Unverified	0
Cross-Modal Contrastive Learning for Robust Reasoning in VQA	Nov 21, 2022	Contrastive LearningQuestion Answering	CodeCode Available	0
CL-CrossVQA: A Continual Learning Benchmark for Cross-Domain Visual Question Answering	Nov 19, 2022	Continual LearningQuestion Answering	—Unverified	0
Visual Programming: Compositional visual reasoning without training	Nov 18, 2022	In-Context LearningQuestion Answering	CodeCode Available	2
Text-Aware Dual Routing Network for Visual Question Answering	Nov 17, 2022	Optical Character RecognitionOptical Character Recognition (OCR)	—Unverified	0
I Can't Believe There's No Images! Learning Visual Tasks Using only Language Supervision	Nov 17, 2022	Image CaptioningQuestion 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