Datasets:

LRGB
/

coco_superpixels_edge_wt_region_boundary_30

Tasks:

Graph Machine Learning

Size Categories: 1M<n<10M

Tags: lrgb

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train · 113k rows

x int64 0 54M	edge_index int64 0 305M	edge_attr int64 0 305M	y int64 0 54M
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45,034	254,266	254,266	45,034
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46,866	264,588	264,588	46,866
47,350	267,326	267,326	47,350

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`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}
}

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Size of the auto-converted Parquet files:

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Number of rows:

123,289