遇见数据集

suchun/deep1b-mirror

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Hugging Face2026-05-22 更新2026-05-31 收录
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Deep1B 数据集是一个亿级规模的近似最近邻(ANN)基准测试数据集,包含10亿个96维浮点数图像描述符(deep image descriptors),用于特征提取和向量搜索任务。该数据集还包括一个公开的1万个查询测试集,旨在支持大规模ANN算法的可重复性评估。数据由Yandex Research原始发布,基于CVPR 2016的研究工作,镜像版本于2026-05-22创建,以确保数据访问的稳定性。

Deep1B dataset is a billion-scale Approximate Nearest Neighbor (ANN) benchmark consisting of 1,000,000,000 96-dimensional float32 deep image descriptors, along with a public test set of 10,000 queries. It is designed for feature extraction and vector search tasks, originally published by Yandex Research for reproducibility in ANN benchmarking. The mirrored version provides a byte-for-byte copy to ensure consistent access for research purposes.

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