SGBench 0.1.2

A collection of metrics for scene graph generation

SGBench: A Review and Efficient Implementation of Scene Graph Generation Metrics

Published at CVPR 2024, Scene Graphs and Graph Representation Learning Workshop.

Installation

pip install sgbench

Dependencies

• NumPy - For faster array operations
• Pillow - To load ground truth PNG files
• tifffile - To open TIFF files
• imagecodecs - To support compression of TIFF files

Citation

If you find this work useful, please consider citing our paper:

@misc{lorenz2024sgbench,
      title={A Review and Efficient Implementation of Scene Graph Generation Metrics},
      author={Julian Lorenz and Robin Schön and Katja Ludwig and Rainer Lienhart},
      year={2024},
      eprint={2404.09616},
      archivePrefix={arXiv},
      primaryClass={cs.CV}
}