Interactive Uncertainty Comparison is a visualization framework that enables users to dynamically explore, manipulate, and evaluate uncertain data across multiple representations or models through interactive interfaces, distinguishing itself from static or automated comparison methods by incorporating user-driven input and real-time feedback in the analytical process.