SauravMaheshkar's picture
add `lrgb` tag
83df4c8
metadata
task_categories:
  - graph-ml
size_categories:
  - 1M<n<10M
tags:
  - lrgb

voc_superpixels_edge_wt_only_coord_10

Dataset Summary

Dataset Domain Task Node Feat. (dim) Edge Feat. (dim) Perf. Metric
PascalVOC-SP Computer Vision Node Prediction Pixel + Coord (14) Edge Weight (1 or 2) macro F1
Dataset # Graphs # Nodes μ Nodes μ Deg. # Edges μ Edges μ Short. Path μ Diameter
PascalVOC-SP 11,355 5,443,545 479.40 5.65 30,777,444 2,710.48 10.74±0.51 27.62±2.13

Additional Information

Dataset Curators

Licensing Information

Custom License for Pascal VOC 2011 (respecting Flickr terms of use)

Citation Information

@article{dwivedi2022LRGB,
  title={Long Range Graph Benchmark}, 
  author={Dwivedi, Vijay Prakash and Rampášek, Ladislav and Galkin, Mikhail and Parviz, Ali and Wolf, Guy and Luu, Anh Tuan and Beaini, Dominique},
  journal={arXiv:2206.08164},
  year={2022}
}