Datasets:

LRGB
/

voc_superpixels_edge_wt_coord_feat_10

Tasks:

Graph Machine Learning

Size Categories: 1M<n<10M

Tags: lrgb

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test · 1.43k rows

x int64 0 599k	edge_index int64 0 4.79M	edge_attr int64 0 4.79M	y int64 0 599k
0	0	0	0
287	2,296	2,296	287
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42,258	338,064	338,064	42,258
42,671	341,368	341,368	42,671

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`voc_superpixels_edge_wt_coord_feat_10`

Dataset Summary

Dataset	Domain	Task	Node Feat. (dim)	Edge Feat. (dim)	Perf. Metric
PascalVOC-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
PascalVOC-SP	11,355	5,443,545	479.40	5.65	30,777,444	2,710.48	10.74±0.51	27.62±2.13

Additional Information

Dataset Curators

Vijay Prakash Dwivedi (vijaydwivedi75)

Licensing Information

Custom License for Pascal VOC 2011 (respecting Flickr terms of use)

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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Number of rows:

1,430