The AQSOL dataset comes "from the Benchmarking Graph Neural Networks paper based on AqSolDB, a standardized database of 9,982 molecular graphs with their aqueous solubility values, collected from 9 different data sources" (PyGeometric doc).
Supported Tasks and Leaderboards
AQSOL should be used for graph regression, on aqueous solubility.