Mining informativeness in scene graphs: Prioritizing informative relations in Scene Graph Generation for enhanced performance in applications

Maëlic Neau, Paulo E. Santos, Anne-Gwenn Bosser, Alistair Macvicar, Cédric Buche

Abstract: Highlights•A new definition of informativeness of relations in scene graphs.•A new metric to evaluate the performance of SGG models on informative relations.•A new selection process to extract informative relations from noisy scene graphs.•A study of the advantages of this process for tasks that depend on scene graphs.