Real-Scenario Multimodal Retrieval Dataset from Taobao / 淘宝电商多模态检索数据集

With the rapid growth of worldwide retail e-commerce sales, the demand to facilitate an effective semantic understanding and retrieval of multimodal contents keeps emerging. In this dataset, we have prepared the real-scenario multimodal data from the mobile Taobao, one of the largest e-commerce platforms. The dataset consists of Taobao search queries and product image features, which are organized into a query-based multimodal retrieval task. The dataset is originally designed for "KDD Cup 2020 Challenges for Modern E-Commerce Platform: Multimodalities Recall ". <br /> <br /> KDD Challenge: https://tianchi.aliyun.com/competition/entrance/231786/information随着全球零售电商销售额的快速增长，对实现多模态内容（multimodal contents）高效语义理解与检索的需求日益凸显。本数据集取自全球最大电商平台之一的手机淘宝（mobile Taobao），收录了真实场景下的多模态数据。该数据集包含淘宝搜索查询词与商品图像特征，并被构建为基于查询的多模态检索任务（query-based multimodal retrieval task）。本数据集最初专为"KDD Cup 2020现代电商平台挑战赛：多模态召回"（KDD Cup 2020 Challenges for Modern E-Commerce Platform: Multimodalities Recall）设计。 KDD挑战赛相关链接：https://tianchi.aliyun.com/competition/entrance/231786/information

搜集汇总

背景与挑战

背景概述

该数据集是淘宝电商平台提供的真实场景多模态检索数据集，包含约300万对搜索查询和产品图像特征，用于训练和评估多模态检索模型。数据集设计用于KDD Cup 2020挑战赛，重点评估模型在视觉和语言多模态理解方面的能力。