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Visual Question Answering

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Papers

Recently Added Most Hyped Most Active Needs Verification Most Verified

Showing 1791–1800 of 2177 papers

Title	Date	Tasks	Status	Hype
ISAAQ -- Mastering Textbook Questions with Pre-trained Transformers and Bottom-Up and Top-Down Attention	Oct 1, 2020	Multiple-choiceQuestion Answering	—Unverified	0
Graph-based Heuristic Search for Module Selection Procedure in Neural Module Network	Sep 30, 2020	Heuristic SearchQuestion Answering	—Unverified	0
Spatial Attention as an Interface for Image Captioning Models	Sep 29, 2020	Image CaptioningQuestion Answering	—Unverified	0
Hierarchical Deep Multi-modal Network for Medical Visual Question Answering	Sep 27, 2020	DescriptiveMedical Visual Question Answering	CodeCode Available	0
Multiple interaction learning with question-type prior knowledge for constraining answer search space in visual question answering	Sep 23, 2020	Question AnsweringVisual Question Answering	CodeCode Available	0
Regularizing Attention Networks for Anomaly Detection in Visual Question Answering	Sep 21, 2020	Anomaly DetectionQuestion Answering	—Unverified	0
A Multimodal Memes Classification: A Survey and Open Research Issues	Sep 17, 2020	ClassificationGeneral Classification	—Unverified	0
Cross-modal Knowledge Reasoning for Knowledge-based Visual Question Answering	Aug 31, 2020	Knowledge GraphsQuestion Answering	—Unverified	0
Visual Question Answering on Image Sets	Aug 27, 2020	Question AnsweringVisual Question Answering	—Unverified	0
Document Visual Question Answering Challenge 2020	Aug 20, 2020	Question AnsweringRetrieval	—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