There are two main lines of research on visual question answering (VQA): compositional model with explicit multi-hop reasoning, and monolithic network with implicit reasoning in the latent feature space. The former excels in interpretability and compositionality but fails on real-world images, while...
Why are these changes needed? realworld vqa? More like boring cars VQA Related issue number (if applicable) Checks I've run format.sh to lint the changes in this PR. I've included any doc chan...
AddRemove Datasets Introduced in the Paper: GQA Used in the Paper: Visual Question AnsweringVisual GenomeCLEVRVisual Question Answering v2.0 Results from the Paper Edit Ranked #6 onVisual Question Answering (VQA) on GQA test-std Get a GitHub badge ...
2024.09.13🌟 We provide a evaluation script based on LLaVA 1.5, please find it inevaluation/model_vqa_mme_real_world.py. 2024.08.20🌟 We are very proud to launch MME-RealWorld, which contains 13K high-quality images, annotated by 32 volunteers, resulting in 29K question-answer pairs...
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Image Quality Assessment,IQA and Video Quality Assessment,VQA Reference-IQA,NR-IQA),可以分成两类,一类研究特定类型的图像质量,比如估计模糊,块效应,噪声的严重程度,另一类估计非特定类型的图像质量,也就是通用的失真评估。 数据集: LIVE,TID2008,TID2013,CSIQ,IVC,Toyama 评估指标: (1)线性相关系数(Linear ...
While knowledge evaluation in large language models has predominantly focused on academic subjects like math and physics, these assessments often fail to capture the practical demands of real-world professions. In this paper, we introduce IndoCareer, a dataset comprising 8,834 multiple-choice questions...
They complain that their vote was changed and they take to social media to tell the world that the contest is rigged. As part of our investigation into the matter, we perform a cryptographic verification of the vote document to prove that it remains exactly as it was first written. Verify ...
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