Datasets:

LRGB
/

coco_superpixels_edge_wt_region_boundary_10

x int64 0 45.7M	edge_index int64 0 256M	edge_attr int64 0 256M	y int64 0 45.7M
0	0	0	0
366	2,038	2,038	366
822	4,608	4,608	822
1,186	6,630	6,630	1,186
1,571	8,774	8,774	1,571
2,041	11,466	11,466	2,041
2,500	14,052	14,052	2,500
2,916	16,386	16,386	2,916
3,314	18,614	18,614	3,314
3,762	21,128	21,128	3,762
4,168	23,388	23,388	4,168
4,550	25,514	25,514	4,550
4,962	27,780	27,780	4,962
5,438	30,462	30,462	5,438
5,884	32,962	32,962	5,884
6,295	35,260	35,260	6,295
6,626	37,090	37,090	6,626
6,964	38,994	38,994	6,964
7,352	41,156	41,156	7,352
7,803	43,690	43,690	7,803
8,291	46,422	46,422	8,291
8,774	49,128	49,128	8,774
9,217	51,628	51,628	9,217
9,640	53,992	53,992	9,640
10,130	56,752	56,752	10,130
10,466	58,600	58,600	10,466
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11,209	62,728	62,728	11,209
11,691	65,428	65,428	11,691
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12,825	71,782	71,782	12,825
13,281	74,360	74,360	13,281
13,633	76,312	76,312	13,633
13,855	77,538	77,538	13,855
14,289	79,970	79,970	14,289
14,743	82,518	82,518	14,743
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15,632	87,480	87,480	15,632
16,077	89,970	89,970	16,077
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16,878	94,470	94,470	16,878
17,226	96,402	96,402	17,226
17,555	98,232	98,232	17,555
18,016	100,820	100,820	18,016
18,340	102,616	102,616	18,340
18,719	104,738	104,738	18,719
19,128	107,012	107,012	19,128
19,589	109,618	109,618	19,589
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20,840	116,638	116,638	20,840
21,293	119,202	119,202	21,293
21,763	121,860	121,860	21,763
22,084	123,628	123,628	22,084
22,576	126,418	126,418	22,576
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23,416	131,160	131,160	23,416
23,822	133,526	133,526	23,822
24,286	136,126	136,126	24,286
24,615	137,956	137,956	24,615
24,918	139,636	139,636	24,918
25,377	142,272	142,272	25,377
25,840	144,872	144,872	25,840
26,231	147,040	147,040	26,231
26,664	149,510	149,510	26,664
27,146	152,240	152,240	27,146
27,568	154,604	154,604	27,568
27,910	156,500	156,500	27,910
28,313	158,766	158,766	28,313
28,652	160,650	160,650	28,652
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29,781	166,978	166,978	29,781
30,229	169,512	169,512	30,229
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32,231	180,658	180,658	32,231
32,679	183,172	183,172	32,679
33,111	185,602	185,602	33,111
33,502	187,798	187,798	33,502
33,920	190,132	190,132	33,920
34,203	191,714	191,714	34,203
34,702	194,526	194,526	34,702
35,052	196,424	196,424	35,052
35,430	198,534	198,534	35,430
35,913	201,236	201,236	35,913
36,297	203,390	203,390	36,297
36,704	205,672	205,672	36,704
37,185	208,400	208,400	37,185
37,547	210,368	210,368	37,547
37,892	212,388	212,388	37,892
38,373	215,102	215,102	38,373
38,764	217,290	217,290	38,764
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

End of preview. Expand in Data Studio

`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}
}

Downloads last month: 39

Size of downloaded dataset files:

3.25 MB

Size of the auto-converted Parquet files:

3.25 MB

Number of rows:

123,289