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Visual Question Answering

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Recently Added Most Hyped Most Active Needs Verification Most Verified

Showing 721–730 of 2177 papers

Title	Date	Tasks	Status	Hype
Deep Bayesian Active Learning for Multiple Correct Outputs	Dec 2, 2019	Active LearningAnswer Generation	—Unverified	0
BESTMVQA: A Benchmark Evaluation System for Medical Visual Question Answering	Dec 13, 2023	Medical Visual Question AnsweringQuestion Answering	—Unverified	0
Improving and Diagnosing Knowledge-Based Visual Question Answering via Entity Enhanced Knowledge Injection	Dec 13, 2021	Common Sense ReasoningKnowledge Graph Embeddings	—Unverified	0
Deep Attention Neural Tensor Network for Visual Question Answering	Sep 1, 2018	Deep AttentionQuestion Answering	—Unverified	0
Decoupled Box Proposal and Featurization with Ultrafine-Grained Semantic Labels Improve Image Captioning and Visual Question Answering	Sep 4, 2019	Image CaptioningObject	—Unverified	0
Benchmarking Vision Language Models for Cultural Understanding	Jul 15, 2024	BenchmarkingQuestion Answering	—Unverified	0
Decouple Before Interact: Multi-Modal Prompt Learning for Continual Visual Question Answering	Jan 1, 2023	Continual LearningLanguage Modelling	—Unverified	0
Accuracy vs. Complexity: A Trade-off in Visual Question Answering Models	Jan 20, 2020	Question AnsweringVisual Question Answering	—Unverified	0
Improving Automatic VQA Evaluation Using Large Language Models	Oct 4, 2023	In-Context LearningQuestion Answering	—Unverified	0
Improving Multi-modal Large Language Model through Boosting Vision Capabilities	Oct 17, 2024	DecoderLanguage Modeling	—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