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Visual Question Answering

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Papers

Showing 16011625 of 2177 papers

TitleStatusHype
Unveiling Cross Modality Bias in Visual Question Answering: A Causal View with Possible Worlds VQA0
UPME: An Unsupervised Peer Review Framework for Multimodal Large Language Model Evaluation0
Using Visual Cropping to Enhance Fine-Detail Question Answering of BLIP-Family Models0
VALSE: A Task-Independent Benchmark for Vision and Language Models centered on Linguistic Phenomena0
Variational Disentangled Attention for Regularized Visual Dialog0
Variational Visual Question Answering0
VCD: Knowledge Base Guided Visual Commonsense Discovery in Images0
VDocRAG: Retrieval-Augmented Generation over Visually-Rich Documents0
V-Doc : Visual questions answers with Documents0
V-Doc: Visual Questions Answers With Documents0
VGNMN: Video-grounded Neural Module Networks for Video-Grounded Dialogue Systems0
VGNMN: Video-grounded Neural Module Network to Video-Grounded Language Tasks0
Video Question Answering for People with Visual Impairments Using an Egocentric 360-Degree Camera0
Video Question Answering via Attribute-Augmented Attention Network Learning0
VILA^2: VILA Augmented VILA0
ViLMedic: a framework for research at the intersection of vision and language in medical AI0
Vision-Amplified Semantic Entropy for Hallucination Detection in Medical Visual Question Answering0
Vision and Language: from Visual Perception to Content Creation0
Vision-Flan: Scaling Human-Labeled Tasks in Visual Instruction Tuning0
VisionGPT: Vision-Language Understanding Agent Using Generalized Multimodal Framework0
Vision-Language Models as Success Detectors0
Vision Language Models Can Parse Floor Plan Maps0
Vision-Language Models for Edge Networks: A Comprehensive Survey0
Vision-Language Pretraining: Current Trends and the Future0
Vision LLMs Are Bad at Hierarchical Visual Understanding, and LLMs Are the Bottleneck0
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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