Datasets:

LRGB
/

coco_superpixels_edge_wt_region_boundary_10

Tasks:

Graph Machine Learning

Size Categories: 1M<n<10M

Tags: lrgb

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train · 113k rows

x int64 0 45.7M	edge_index int64 0 256M	edge_attr int64 0 256M	y int64 0 45.7M
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366	2,038	2,038	366
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38,373	215,102	215,102	38,373
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39,239	219,986	219,986	39,239
39,401	220,872	220,872	39,401
39,877	223,536	223,536	39,877
40,334	226,110	226,110	40,334

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`coco_superpixels_edge_wt_region_boundary_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

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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3.25 MB

Size of the auto-converted Parquet files:

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Number of rows:

123,289