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Visual Question Answering

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Papers

Recently Added Most Hyped Most Active Needs Verification Most Verified

Showing 1761–1770 of 2177 papers

Title	Date	Tasks	Status	Hype
WeaQA: Weak Supervision via Captions for Visual Question Answering	Dec 4, 2020	Question AnsweringVisual Question Answering	—Unverified	0
Towards Knowledge-Augmented Visual Question Answering	Dec 1, 2020	General KnowledgeGraph Attention	CodeCode Available	0
Multimodal Graph Networks for Compositional Generalization in Visual Question Answering	Dec 1, 2020	Graph Neural NetworkQuestion Answering	—Unverified	0
A Unified Framework for Multilingual and Code-Mixed Visual Question Answering	Dec 1, 2020	Question AnsweringVisual Question Answering	—Unverified	0
Learning from Lexical Perturbations for Consistent Visual Question Answering	Nov 26, 2020	Question AnsweringVisual Question Answering	CodeCode Available	0
Siamese Tracking with Lingual Object Constraints	Nov 23, 2020	ObjectObject Tracking	CodeCode Available	0
Modular Graph Attention Network for Complex Visual Relational Reasoning	Nov 22, 2020	Graph AttentionQuestion Answering	—Unverified	0
Logically Consistent Loss for Visual Question Answering	Nov 19, 2020	Multi-Task LearningQuestion Answering	—Unverified	0
Generating Natural Questions from Images for Multimodal Assistants	Nov 17, 2020	Common Sense ReasoningNatural Questions	—Unverified	0
CapWAP: Captioning with a Purpose	Nov 9, 2020	Image CaptioningQuestion Answering	—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