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Visual Question Answering

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Papers

Recently Added Most Hyped Most Active Needs Verification Most Verified

Showing 2111–2120 of 2177 papers

Title	Date	Tasks	Status	Hype
An Empirical Evaluation of Visual Question Answering for Novel Objects	Apr 8, 2017	Question AnsweringVisual Question Answering	—Unverified	0
It Takes Two to Tango: Towards Theory of AI's Mind	Apr 3, 2017	AttributeQuestion Answering	—Unverified	0
Aligned Image-Word Representations Improve Inductive Transfer Across Vision-Language Tasks	Apr 2, 2017	Multi-Task LearningQuestion Answering	—Unverified	0
An Analysis of Visual Question Answering Algorithms	Mar 28, 2017	Question AnsweringVisual Question Answering	—Unverified	0
Recurrent and Contextual Models for Visual Question Answering	Mar 23, 2017	DiversityMultiple-choice	—Unverified	0
Multimodal Compact Bilinear Pooling for Multimodal Neural Machine Translation	Mar 23, 2017	DecoderMachine Translation	—Unverified	0
Learning Cooperative Visual Dialog Agents with Deep Reinforcement Learning	Mar 20, 2017	Deep Reinforcement Learningreinforcement-learning	CodeCode Available	1
VQABQ: Visual Question Answering by Basic Questions	Mar 19, 2017	Question AnsweringVisual Question Answering	—Unverified	0
Tree Memory Networks for Modelling Long-term Temporal Dependencies	Mar 12, 2017	Machine TranslationPart-Of-Speech Tagging	—Unverified	0
Task-driven Visual Saliency and Attention-based Visual Question Answering	Feb 22, 2017	Question AnsweringVisual Question Answering	—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