RECALL-MM数据集是由加州大学伯克利分校和Autodesk Research共同创建的多模态数据集，包含6874条美国消费品安全委员会（CPSC）的召回记录，时间跨度为2000年至2024年。数据集通过大型语言模型（LLM）对召回描述和产品名称进行了增强，并提供了产品的文本描述、图像以及召回相关的分类信息。该数据集旨在为风险分析提供数据驱动的支持，通过历史信息增强产品安全设计，并可用于预测潜

arXiv2025-03-30 更新1570

Trends, Patterns, and Public Health Implications of Dietary Supplement Recalls A Decade-Long Analysis from the Greek National Organization for Medicines (2015-2024).xlsx

膳食补充剂安全性

召回率分析

Trends, Patterns, and Public Health Implications of the last 10 years Dietary Supplement Recalls of the Greek National Organization for Medicines are extracted and analyzed.

DataCite Commons2025-04-26 更新50

Number of recalls for sports and recreation in the United States 2015-2024

召回率分析

体育赛事安全

Number of sports and recreation products recalled in the United States from 2015 to 2024

Statista40

Area under curve (AUC) comparison at specific recalls.

分类模型评估

召回率分析

The AUCs are calculated in the recall (x)-precision (y) plane. The best precision at a specific recall is highlighted in bold.

NIAID Data Ecosystem50

Number of USDA food recalled pounds in the U.S. from 2010 to 2025