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Visual Question Answering

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Recently Added Most Hyped Most Active Needs Verification Most Verified

Showing 2071–2080 of 2177 papers

Title	Date	Tasks	Status	Hype
Visual Reference Resolution using Attention Memory for Visual Dialog	Sep 23, 2017	Parameter PredictionQuestion Answering	—Unverified	0
Visual Question Generation as Dual Task of Visual Question Answering	Sep 21, 2017	Question AnsweringQuestion Generation	—Unverified	0
Exploring Human-like Attention Supervision in Visual Question Answering	Sep 19, 2017	Question AnsweringVisual Question Answering	—Unverified	0
Robustness Analysis of Visual QA Models by Basic Questions	Sep 14, 2017	Question AnsweringVisual Question Answering	—Unverified	0
Memory Augmented Neural Networks for Natural Language Processing	Sep 1, 2017	AI AgentLanguage Modeling	—Unverified	0
Data Augmentation for Visual Question Answering	Sep 1, 2017	Data AugmentationGeneral Classification	—Unverified	0
VQS: Linking Segmentations to Questions and Answers for Supervised Attention in VQA and Question-Focused Semantic Segmentation	Aug 15, 2017	Language ModelingLanguage Modelling	CodeCode Available	0
Beyond Bilinear: Generalized Multimodal Factorized High-order Pooling for Visual Question Answering	Aug 10, 2017	Question AnsweringVisual Question Answering	CodeCode Available	0
Tips and Tricks for Visual Question Answering: Learnings from the 2017 Challenge	Aug 9, 2017	GPUVisual Question Answering	CodeCode Available	0
Learning to Disambiguate by Asking Discriminative Questions	Aug 9, 2017	BenchmarkingImage Captioning	—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