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int64
0
45.7M
edge_index
int64
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366M
edge_attr
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366M
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45.7M
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coco_superpixels_edge_wt_only_feat_10

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}
}
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