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Visual Question Answering

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Papers

Showing 19011925 of 2177 papers

TitleStatusHype
A Comprehensive Survey on Visual Question Answering Datasets and Algorithms0
Unanswerable Questions about Images and Texts0
Weak Supervision helps Emergence of Word-Object Alignment and improves Vision-Language Tasks0
Are You Talking to Me? Reasoned Visual Dialog Generation through Adversarial Learning0
Grounding Task Assistance with Multimodal Cues from a Single Demonstration0
Uncertainty based Class Activation Maps for Visual Question Answering0
Guiding Visual Question Answering with Attention Priors0
H2OVL-Mississippi Vision Language Models Technical Report0
Grounding Complex Navigational Instructions Using Scene Graphs0
Grounding Chest X-Ray Visual Question Answering with Generated Radiology Reports0
Uncertainty-based Visual Question Answering: Estimating Semantic Inconsistency between Image and Knowledge Base0
Hadamard product in deep learning: Introduction, Advances and Challenges0
Uncertainty-based Visual Question Answering: Estimating Semantic Inconsistency between Image and Knowledge Base0
Uncovering Bias in Large Vision-Language Models with Counterfactuals0
Hallucination at a Glance: Controlled Visual Edits and Fine-Grained Multimodal Learning0
Grounding Answers for Visual Questions Asked by Visually Impaired People0
Uncovering Bias in Large Vision-Language Models at Scale with Counterfactuals0
A Systematic Evaluation of GPT-4V's Multimodal Capability for Medical Image Analysis0
Grounded Word Sense Translation0
HAMMR: HierArchical MultiModal React agents for generic VQA0
Hanfu-Bench: A Multimodal Benchmark on Cross-Temporal Cultural Understanding and Transcreation0
YouMakeup: A Large-Scale Domain-Specific Multimodal Dataset for Fine-Grained Semantic Comprehension0
Understanding and Constructing Latent Modality Structures in Multi-modal Representation Learning0
Understanding Attention for Vision-and-Language Tasks0
Hierarchical Graph Attention Network for Few-Shot Visual-Semantic Learning0
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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