Inconsistent standards refer to the variations in methodologies, materials, and metrics used to evaluate catalytic performance. These discrepancies can arise from differences in catalyst preparation, reaction conditions, or even analytical techniques. Such inconsistencies make it challenging to compare results across different studies or replicate experiments accurately.