Datasets:

LRGB
/

coco_superpixels_edge_wt_coord_feat_10

x int64 0 45.7M	edge_index int64 0 366M	edge_attr int64 0 366M	y int64 0 45.7M
0	0	0	0
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822	6,576	6,576	822
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2,500	20,000	20,000	2,500
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4,962	39,696	39,696	4,962
5,438	43,504	43,504	5,438
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25,377	203,016	203,016	25,377
25,840	206,720	206,720	25,840
26,231	209,848	209,848	26,231
26,664	213,312	213,312	26,664
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27,568	220,544	220,544	27,568
27,910	223,280	223,280	27,910
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35,052	280,416	280,416	35,052
35,430	283,440	283,440	35,430
35,913	287,304	287,304	35,913
36,297	290,376	290,376	36,297
36,704	293,632	293,632	36,704
37,185	297,480	297,480	37,185
37,547	300,376	300,376	37,547
37,892	303,136	303,136	37,892
38,373	306,984	306,984	38,373
38,764	310,112	310,112	38,764
39,239	313,912	313,912	39,239
39,401	315,208	315,208	39,401
39,877	319,016	319,016	39,877
40,334	322,672	322,672	40,334

End of preview. Expand in Dataset Viewer.

`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

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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Number of rows:

123,289