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Visual Question Answering

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Papers

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Showing 601–610 of 2177 papers

TitleStatusHype
Benchmarking Vision Language Models for Cultural Understanding—0
DenseFusion-1M: Merging Vision Experts for Comprehensive Multimodal PerceptionCode2
Extracting Training Data from Document-Based VQA Models—0
Segmentation-guided Attention for Visual Question Answering from Remote Sensing Images—0
VQA-Diff: Exploiting VQA and Diffusion for Zero-Shot Image-to-3D Vehicle Asset Generation in Autonomous Driving—0
Large Language Models Understand LayoutCode0
WSI-VQA: Interpreting Whole Slide Images by Generative Visual Question AnsweringCode2
Second Place Solution of WSDM2023 Toloka Visual Question Answering Challenge—0
Rethinking Visual Prompting for Multimodal Large Language Models with External Knowledge—0
Black-box Model Ensembling for Textual and Visual Question Answering via Information FusionCode0
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Benchmark Results

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