A Review and Efficient Implementation of Scene Graph Generation Metrics

arXiv:2404.09616v1 Announce Type: cross
Abstract: Scene graph generation has emerged as a prominent research field in computer vision, witnessing significant advancements in the recent years. However, despite these strides, precise and thorough definitions for the metrics used to evaluate scene graph generation models are lacking. In this paper, we address this gap in the literature by providing a review and precise definition of commonly used metrics in scene graph generation. Our comprehensive examination clarifies the underlying principles of these metrics …

abstract arxiv computer computer vision cs.cv cs.lg definitions graph however implementation metrics paper research review type vision