Colors

该数据集生成的任务是彩色计数，其中每个节点的特征被指定为三种独热值（颜色）中的一种，目的是计算图中绿色节点的数量。尽管这个任务本身可能看起来微不足道，但它为研究模型初始化对训练动态的影响提供了一个良好的研究平台。具体任务是在随机图中计数绿色节点的数量。

The task generated by this dataset is colored counting, where each node is assigned a one-hot encoded feature corresponding to one of three colors, with the objective of counting the number of green nodes in the graph. Although this task may appear trivial at first glance, it provides an excellent research platform for studying the impact of model initialization on training dynamics. The specific task is to count the number of green nodes within randomly generated graphs.