TiC-DataComp

Dataset Card for TiC-DataComp

This dataset containts metadata for TiC-DataComp benchmark for time-continual learning of image-text models.
The dataset containts timestamp information for DataComp-1B in the form of UIDs groupings by year/month sourced from the original CommonCrawl.
We also release UIDs for our TiC-DataCompNet and TiC-DataComp-Retrieval evaluations for continual learning of CLIP models.
For details on how to use the metadata, please visit our github repository.… See the full description on the dataset page: https://huggingface.co/datasets/apple/TiC-DataComp.

数据集卡片：TiC-DataComp

本数据集收录了TiC-DataComp基准测试中针对图像-文本模型时间连续学习所需的元数据。数据集包含了DataComp-1B的时戳信息，以UID形式按年/月进行分组，数据源自原始的CommonCrawl。此外，我们还发布了TiC-DataCompNet和TiC-DataComp-Retrieval评估的UID，用于CLIP模型的时间连续学习。有关如何使用这些元数据的详细信息，请访问我们的GitHub仓库。更多数据集的详细信息，请参阅数据集页面：https://huggingface.co/datasets/apple/TiC-DataComp。