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Visual Question Answering

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Papers

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Showing 1151–1160 of 2177 papers

Title	Date	Tasks	Status	Hype
Dense and Aligned Captions (DAC) Promote Compositional Reasoning in VL Models	May 31, 2023	Cross-Modal RetrievalQuestion Answering	CodeCode Available	1
Unveiling Cross Modality Bias in Visual Question Answering: A Causal View with Possible Worlds VQA	May 31, 2023	counterfactualCounterfactual Inference	—Unverified	0
Generate then Select: Open-ended Visual Question Answering Guided by World Knowledge	May 30, 2023	Answer SelectionQuestion Answering	—Unverified	0
Multi-Scale Attention for Audio Question Answering	May 29, 2023	Audio Question AnsweringQuestion Answering	CodeCode Available	1
HaVQA: A Dataset for Visual Question Answering and Multimodal Research in Hausa Language	May 28, 2023	Machine TranslationMultimodal Machine Translation	CodeCode Available	0
Modularized Zero-shot VQA with Pre-trained Models	May 27, 2023	object-detectionObject Detection	CodeCode Available	0
CrossGET: Cross-Guided Ensemble of Tokens for Accelerating Vision-Language Transformers	May 27, 2023	Image CaptioningImage Retrieval	CodeCode Available	1
Zero-shot Visual Question Answering with Language Model Feedback	May 26, 2023	Language ModelingLanguage Modelling	CodeCode Available	0
Mindstorms in Natural Language-Based Societies of Mind	May 26, 2023	3D GenerationImage Captioning	—Unverified	0
BiomedGPT: A Generalist Vision-Language Foundation Model for Diverse Biomedical Tasks	May 26, 2023	Image CaptioningMedical Visual Question Answering	CodeCode Available	2

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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