NAS-Bench-Graph

该数据集是一个包含不同图形架构及其性能指标的知识库，旨在加速多目标进化搜索。此外，该数据集用于验证KEGNAS框架，并包含了各种类型的复杂网络。它规模宏大，包含了多种图形任务下的不同架构和性能指标。具体任务涉及图形神经网络架构搜索（Gnas）。

This dataset is a knowledge base encompassing diverse graph architectures and their corresponding performance metrics, designed to accelerate multi-objective evolutionary search. Additionally, this dataset serves to validate the KEGNAS framework and includes complex networks of various types. It is large-scale, covering distinct architectures and performance metrics across multiple graph-related tasks. The specific tasks involved are graph neural architecture search (GNAS).