Datasetpublic

LRGB/coco_superpixels_edge_wt_region_boundary_30

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… See the full description on the dataset page: https://huggingface.co/datasets/LRGB/coco_superpixels_edge_wt_region_boundary_30.

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Dataset Card

`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}
}