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Visual Question Answering

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Papers

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Showing 611–620 of 2177 papers

Title	Date	Tasks	Status	Hype	Score
MUTANT: A Training Paradigm for Out-of-Distribution Generalization in Visual Question Answering	Sep 18, 2020	Out-of-Distribution GeneralizationQuestion Answering	CodeCode Available	1	5
Interpreting Chest X-rays Like a Radiologist: A Benchmark with Clinical Reasoning	May 29, 2025	DiagnosticQuestion Answering	CodeCode Available	1	5
Dynamic Language Binding in Relational Visual Reasoning	Apr 30, 2020	ObjectQuestion Answering	CodeCode Available	1	5
Expressive Scene Graph Generation Using Commonsense Knowledge Infusion for Visual Understanding and Reasoning	May 31, 2022	Common Sense ReasoningGraph Generation	CodeCode Available	1	5
Faithful Multimodal Explanation for Visual Question Answering	Sep 8, 2018	Explanatory Visual Question AnsweringQuestion Answering	CodeCode Available	1	5
FloodNet: A High Resolution Aerial Imagery Dataset for Post Flood Scene Understanding	Dec 5, 2020	image-classificationImage Classification	CodeCode Available	1	5
Natural Language Rationales with Full-Stack Visual Reasoning: From Pixels to Semantic Frames to Commonsense Graphs	Oct 15, 2020	Language ModelingLanguage Modelling	CodeCode Available	1	5
Overcoming Language Priors with Self-supervised Learning for Visual Question Answering	Dec 17, 2020	Question AnsweringSelf-Supervised Learning	CodeCode Available	1	5
FaceBench: A Multi-View Multi-Level Facial Attribute VQA Dataset for Benchmarking Face Perception MLLMs	Mar 27, 2025	AttributeBenchmarking	CodeCode Available	1	5
Probing Image-Language Transformers for Verb Understanding	Jun 16, 2021	Image RetrievalQuestion Answering	CodeCode Available	1	5

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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