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Visual Question Answering

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Papers

Showing 16261650 of 2177 papers

TitleStatusHype
Vision-to-Language Tasks Based on Attributes and Attention Mechanism0
VISREAS: Complex Visual Reasoning with Unanswerable Questions0
VisScience: An Extensive Benchmark for Evaluating K12 Educational Multi-modal Scientific Reasoning0
Visual7W: Grounded Question Answering in Images0
Visual Commonsense based Heterogeneous Graph Contrastive Learning0
Visual Entailment: A Novel Task for Fine-Grained Image Understanding0
Visual Entailment Task for Visually-Grounded Language Learning0
Visual Explanations from Hadamard Product in Multimodal Deep Networks0
Visual Graph Question Answering with ASP and LLMs for Language Parsing0
Visual Grounding Strategies for Text-Only Natural Language Processing0
Visual Hallucination: Definition, Quantification, and Prescriptive Remediations0
Visual Perturbation-aware Collaborative Learning for Overcoming the Language Prior Problem0
Visual Question Answering as a Meta Learning Task0
Visual Question Answering as a Multi-Task Problem0
Visual Question Answering as Reading Comprehension0
Visual Question Answering: A Survey on Techniques and Common Trends in Recent Literature0
Visual question answering based evaluation metrics for text-to-image generation0
Visual Question Answering based on Formal Logic0
Visual Question Answering based on Local-Scene-Aware Referring Expression Generation0
Visual Question Answering Dataset for Bilingual Image Understanding: A Study of Cross-Lingual Transfer Using Attention Maps0
Visual Question Answering for Cultural Heritage0
Visual question answering: from early developments to recent advances -- a survey0
Visual Question Answering in Ophthalmology: A Progressive and Practical Perspective0
Visual Question Answering in Remote Sensing with Cross-Attention and Multimodal Information Bottleneck0
Visual Question Answering Instruction: Unlocking Multimodal Large Language Model To Domain-Specific Visual Multitasks0
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Benchmark Results

#ModelMetricClaimedVerifiedStatus
1MMCTAgent (GPT-4 + GPT-4V)GPT-4 score74.24Unverified
2Qwen2-VL-72BGPT-4 score74Unverified
3InternVL2.5-78BGPT-4 score72.3Unverified
4GPT-4o +text rationale +IoTGPT-4 score72.2Unverified
5Lyra-ProGPT-4 score71.4Unverified
6GLM-4V-PlusGPT-4 score71.1Unverified
7Phantom-7BGPT-4 score70.8Unverified
8InternVL2.5-38BGPT-4 score68.8Unverified
9InternVL2-26B (SGP, token ratio 64%)GPT-4 score65.6Unverified
10Baichuan-Omni (7B)GPT-4 score65.4Unverified