The ground truth for carbon dioxide (CO2) and methane (CH4) was established through an active learning (AL) protocol, consistent with our previous work, where we evaluated various initial training data selection schemes to predict full isotherms across eleven MOFs. Building upon this methodology, we applied AL to generate complete adsorption points (64 data points) for both CO2 and CH4 within each MOF from the CoRE MOFs database .