five

CH-SIMSandCMU-MOSI dataset

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科学数据银行2025-02-05 更新2026-04-23 收录
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https://www.scidb.cn/detail?dataSetId=c690d579341445a8adf8e1755e70b20e
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资源简介:
CH-SIMS Dataset: This dataset consists of 2,281 video clips from different data sources, with a total of 474 speakers. The modal categories include three modalities: vision, speech, and text. The SIMS dataset is a unique Chinese multi-modal sentiment classification dataset with fine-grained annotations. The videos contain spontaneous expressions, various head postures, and video occlusions. Annotators assign an emotion score to each labeled sample ranging from -1 (strongly negative) to 1 (strongly positive).CMU-MOSI Dataset: This dataset is constructed based on YouTube videos. Annotators label the emotion of each sample with a score ranging from -3 (strongly negative) to 3 (strongly positive).分享这两个数据集的具体应用场景有哪些?这两个数据集的优缺点分别是什么?多模态情感分类数据集的发展趋势是怎样的?
提供机构:
School of Computing, Beijing University of Information Technology
创建时间:
2025-01-17
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