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Visual Question Answering

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Papers

Recently Added Most Hyped Most Active Needs Verification Most Verified

Showing 1041–1050 of 2177 papers

Title	Date	Tasks	Status	Hype
Causal Reasoning through Two Layers of Cognition for Improving Generalization in Visual Question Answering	Oct 9, 2023	Answer GenerationQuestion Answering	—Unverified	0
Lightweight In-Context Tuning for Multimodal Unified Models	Oct 8, 2023	Image CaptioningIn-Context Learning	—Unverified	0
Improved Baselines with Visual Instruction Tuning	Oct 5, 2023	Factual Inconsistency Detection in Chart CaptioningImage Classification	CodeCode Available	6
On the Cognition of Visual Question Answering Models and Human Intelligence: A Comparative Study	Oct 4, 2023	Question AnsweringVisual Question Answering	—Unverified	0
Improving Automatic VQA Evaluation Using Large Language Models	Oct 4, 2023	In-Context LearningQuestion Answering	—Unverified	0
MathVista: Evaluating Mathematical Reasoning of Foundation Models in Visual Contexts	Oct 3, 2023	ChatbotImage Captioning	CodeCode Available	2
SelfGraphVQA: A Self-Supervised Graph Neural Network for Scene-based Question Answering	Oct 3, 2023	Graph Neural NetworkQuestion Answering	—Unverified	0
Human Mobility Question Answering (Vision Paper)	Oct 2, 2023	ManagementQuestion Answering	—Unverified	0
Fine-grained Late-interaction Multi-modal Retrieval for Retrieval Augmented Visual Question Answering	Sep 29, 2023	Image to textPassage Retrieval	CodeCode Available	2
Toloka Visual Question Answering Benchmark	Sep 28, 2023	Question AnsweringVisual Question 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