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Visual Question Answering

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Papers

Showing 14261450 of 2177 papers

TitleStatusHype
Cross-modal Knowledge Reasoning for Knowledge-based Visual Question Answering0
Cross-Modal Generative Augmentation for Visual Question Answering0
A Focused Dynamic Attention Model for Visual Question Answering0
Playing Lottery Tickets with Vision and Language0
Crossformer: Transformer with Alternated Cross-Layer Guidance0
Why Does the VQA Model Answer No?: Improving Reasoning through Visual and Linguistic Inference0
Cross-Dataset Adaptation for Visual Question Answering0
CROME: Cross-Modal Adapters for Efficient Multimodal LLM0
POINTS: Improving Your Vision-language Model with Affordable Strategies0
Polar-VQA: Visual Question Answering on Remote Sensed Ice sheet Imagery from Polar Region0
CREPE: Coordinate-Aware End-to-End Document Parser0
Does CLIP Benefit Visual Question Answering in the Medical Domain as Much as it Does in the General Domain?0
Precision Empowers, Excess Distracts: Visual Question Answering With Dynamically Infused Knowledge In Language Models0
CQ-VQA: Visual Question Answering on Categorized Questions0
Predicting Relative Depth between Objects from Semantic Features0
CPL: Counterfactual Prompt Learning for Vision and Language Models0
PreSTU: Pre-Training for Scene-Text Understanding0
Pre-training image-language transformers for open-vocabulary tasks0
Wiki-LLaVA: Hierarchical Retrieval-Augmented Generation for Multimodal LLMs0
A Fast, Reliable, and Secure Programming Language for LLM Agents with Code Actions0
CPath-Omni: A Unified Multimodal Foundation Model for Patch and Whole Slide Image Analysis in Computational Pathology0
Co-VQA : Answering by Interactive Sub Question Sequence0
Privacy Preserving Visual Question Answering0
Aesthetic Visual Question Answering of Photographs0
Probabilistic Neural-symbolic Models for Interpretable Visual Question Answering0
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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