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Visual Question Answering

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Recently Added Most Hyped Most Active Needs Verification Most Verified

Showing 901–910 of 2177 papers

Title	Date	Tasks	Status	Hype	Score
CLEVR\_HYP: A Challenge Dataset and Baselines for Visual Question Answering with Hypothetical Actions over Images	Jun 1, 2021	Question AnsweringVisual Question Answering	CodeCode Available	0	5
Active Learning for Visual Question Answering: An Empirical Study	Nov 6, 2017	Active LearningVisual Question Answering	CodeCode Available	0	5
FEDMEKI: A Benchmark for Scaling Medical Foundation Models via Federated Knowledge Injection	Aug 17, 2024	Federated LearningMedical Visual Question Answering	CodeCode Available	0	5
Federated Document Visual Question Answering: A Pilot Study	May 10, 2024	Federated LearningQuestion Answering	CodeCode Available	0	5
HumaniBench: A Human-Centric Framework for Large Multimodal Models Evaluation	May 16, 2025	BenchmarkingEthics	CodeCode Available	0	5
CLEVR_HYP: A Challenge Dataset and Baselines for Visual Question Answering with Hypothetical Actions over Images	Apr 13, 2021	Question AnsweringVisual Question Answering	CodeCode Available	0	5
Ask Your Neurons: A Deep Learning Approach to Visual Question Answering	May 9, 2016	Question AnsweringVisual Question Answering	CodeCode Available	0	5
MIRTT: Learning Multimodal Interaction Representations from Trilinear Transformers for Visual Question Answering	Nov 1, 2021	multimodal interactionMultiple-choice	CodeCode Available	0	5
Factor Graph Attention	Apr 11, 2019	Graph AttentionQuestion Answering	CodeCode Available	0	5
CLEAR: A Dataset for Compositional Language and Elementary Acoustic Reasoning	Nov 26, 2018	Acoustic Question AnsweringQuestion Answering	CodeCode Available	0	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