Conformal Prediction and MLLM aided Uncertainty Quantification in Scene Graph Generation
Scene Graph Generation (SGG) aims to represent visual scenes by identifying objects and their pairwise relationships, providing a structured understanding of image content. However, inherent challenges like long-tailed class distributions and prediction variability necessitate uncertainty quantifica…