Multi Dataset Correlation And Relationship Analysis

via “visual-relationship-distribution-analysis-and-statistics”

108K images with dense scene graphs and 5.4M region descriptions.

Unique: Provides comprehensive statistical analysis of 2.3M relationships, 3.8M objects, and 2.8M attributes across 108K images, enabling researchers to understand visual knowledge distributions and dataset biases. Includes frequency statistics, co-occurrence patterns, and relationship type distributions.

vs others: Enables large-scale statistical analysis of visual relationships unlike smaller datasets; provides insights into relationship distributions and biases for improving model training