README.md

metadata

task_categories:
  - graph-ml
size_categories:
  - 1M<n<10M
tags:
  - lrgb
license: cc-by-4.0
dataset_info:
  features:
    - name: x
      dtype: int64
    - name: edge_index
      dtype: int64
    - name: edge_attr
      dtype: int64
    - name: 'y'
      dtype: int64
  splits:
    - name: train
      num_bytes: 3625184
      num_examples: 113287
    - name: val
      num_bytes: 160032
      num_examples: 5001
    - name: test
      num_bytes: 160032
      num_examples: 5001
  download_size: 3257505
  dataset_size: 3945248

coco_superpixels_edge_wt_region_boundary_30

Dataset Summary

Dataset	Domain	Task	Node Feat. (dim)	Edge Feat. (dim)	Perf. Metric
COCO-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
COCO-SP	123,286	58,793,216	476.88	5.65	332,091,902	2,693.67	10.66±0.55	27.39±2.14

Additional Information

Dataset Curators

• Vijay Prakash Dwivedi (vijaydwivedi75)

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}
}