MNIST-1D
收藏arXiv2025-09-30 收录
下载链接：
https://github.com/greydanus/mnist1d
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资源简介：
该数据集是对MNIST-1D数据集的一维缩小版，其中的样本大小仅为原始MNIST数据集的二十分之一。尽管每个样本仅包含40个维度，但MNIST-1D在区分不同架构类型方面，表现得比其更大的版本MNIST更为出色。该数据集包含了4000个训练样本、1000个测试样本以及500个验证样本，适用于神经架构搜索和模型评估任务。
This dataset is a 1-dimensional scaled-down version of the MNIST-1D dataset, where each sample has only 40 dimensions, accounting for merely 1/20 of the feature dimensionality of the original MNIST dataset. Despite its compact dimensionality, this dataset outperforms the full-scale original MNIST dataset in distinguishing different neural architecture types. It includes 4000 training samples, 1000 test samples, and 500 validation samples, and is suitable for neural architecture search and model evaluation tasks.
