Graph equivalence refers to the condition where two graphs are considered the same based on specific criteria, such as having the same structure or properties, even if they appear different in terms of vertex labeling or layout. It is a crucial concept in graph theory, used to determine if two graphs can be transformed into each other through relabeling or other operations without altering their fundamental characteristics.