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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: 3256545
  dataset_size: 3945248

coco_superpixels_edge_wt_only_coord_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

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}
}