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Visual Question Answering

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Recently Added Most Hyped Most Active Needs Verification Most Verified

Showing 1501–1510 of 2177 papers

Title	Date	Tasks	Status	Hype
Unified Multimodal Pre-training and Prompt-based Tuning for Vision-Language Understanding and Generation	Dec 10, 2021	Image-text matchingImage-text Retrieval	—Unverified	0
MoCA: Incorporating Multi-stage Domain Pretraining and Cross-guided Multimodal Attention for Textbook Question Answering	Dec 6, 2021	Language ModellingQuestion Answering	—Unverified	0
eaVQA: An Experimental Analysis on Visual Question Answering Models	Dec 1, 2021	Question AnsweringVisual Question Answering	—Unverified	0
Curriculum Learning Effectively Improves Low Data VQA	Dec 1, 2021	Question AnsweringVisual Question Answering	—Unverified	0
Debiased Visual Question Answering from Feature and Sample Perspectives	Dec 1, 2021	Bias DetectionQuestion Answering	CodeCode Available	1
Scallop: From Probabilistic Deductive Databases to Scalable Differentiable Reasoning	Dec 1, 2021	Logical ReasoningQuestion Answering	—Unverified	0
Robust Visual Reasoning via Language Guided Neural Module Networks	Dec 1, 2021	Question AnsweringReferring Expression	—Unverified	0
Searching the Search Space of Vision Transformer	Nov 29, 2021	Neural Architecture Searchobject-detection	CodeCode Available	1
Scene Graph Generation with Geometric Context	Nov 25, 2021	Activity RecognitionGraph Generation	—Unverified	0
UniTAB: Unifying Text and Box Outputs for Grounded Vision-Language Modeling	Nov 23, 2021	Image CaptioningImage Description	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