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Visual Question Answering

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Papers

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Showing 211–220 of 2177 papers

Title	Date	Tasks	Status	Hype
MM-REACT: Prompting ChatGPT for Multimodal Reasoning and Action	Mar 20, 2023	Multimodal ReasoningVisual Question Answering	CodeCode Available	2
PaLM-E: An Embodied Multimodal Language Model	Mar 6, 2023	Language ModelingLanguage Modelling	CodeCode Available	2
Prophet: Prompting Large Language Models with Complementary Answer Heuristics for Knowledge-based Visual Question Answering	Mar 3, 2023	Language ModellingLarge Language Model	CodeCode Available	2
Visual Programming: Compositional visual reasoning without training	Nov 18, 2022	In-Context LearningQuestion Answering	CodeCode Available	2
PoseScript: Linking 3D Human Poses and Natural Language	Oct 21, 2022	Cross-Modal RetrievalImage Captioning	CodeCode Available	2
Retrieval Augmented Visual Question Answering with Outside Knowledge	Oct 7, 2022	Answer GenerationDiagnostic	CodeCode Available	2
Vision-Language Pre-Training with Triple Contrastive Learning	Feb 21, 2022	Contrastive Learningcross-modal alignment	CodeCode Available	2
MDETR - Modulated Detection for End-to-End Multi-Modal Understanding	Jan 1, 2021	Phrase GroundingQuestion Answering	CodeCode Available	2
Unified Vision-Language Pre-Training for Image Captioning and VQA	Sep 24, 2019	DecoderImage Captioning	CodeCode Available	2
Describe Anything Model for Visual Question Answering on Text-rich Images	Jul 16, 2025	DescriptiveLanguage Modeling	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