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Visual Question Answering

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Recently Added Most Hyped Most Active Needs Verification Most Verified

Showing 1781–1790 of 2177 papers

Title	Date	Tasks	Status	Hype
SOrT-ing VQA Models : Contrastive Gradient Learning for Improved Consistency	Oct 20, 2020	Question AnsweringVisual Grounding	CodeCode Available	0
Answer-checking in Context: A Multi-modal FullyAttention Network for Visual Question Answering	Oct 17, 2020	Question AnsweringVisual Question Answering	—Unverified	0
New Ideas and Trends in Deep Multimodal Content Understanding: A Review	Oct 16, 2020	Cross-Modal RetrievalDeep Learning	—Unverified	0
Does my multimodal model learn cross-modal interactions? It's harder to tell than you might think!	Oct 13, 2020	DiagnosticImage-text Classification	—Unverified	0
Interpretable Neural Computation for Real-World Compositional Visual Question Answering	Oct 10, 2020	Question AnsweringVisual Question Answering	—Unverified	0
Characterizing Datasets for Social Visual Question Answering, and the New TinySocial Dataset	Oct 8, 2020	Question AnsweringVisual Question Answering	—Unverified	0
Pathological Visual Question Answering	Oct 6, 2020	AI AgentQuestion Answering	—Unverified	0
Finding the Evidence: Localization-aware Answer Prediction for Text Visual Question Answering	Oct 6, 2020	Optical Character RecognitionOptical Character Recognition (OCR)	—Unverified	0
Attention Guided Semantic Relationship Parsing for Visual Question Answering	Oct 5, 2020	ObjectQuestion Answering	—Unverified	0
CAPTION: Correction by Analyses, POS-Tagging and Interpretation of Objects using only Nouns	Oct 2, 2020	Image Captioningobject-detection	—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