Datasets:

LRGB
/

coco_superpixels_edge_wt_region_boundary_30

x int64 0 54M	edge_index int64 0 305M	edge_attr int64 0 305M	y int64 0 54M
0	0	0	0
488	2,766	2,766	488
979	5,546	5,546	979
1,443	8,162	8,162	1,443
1,911	10,794	10,794	1,911
2,393	13,522	13,522	2,393
2,866	16,184	16,184	2,866
3,343	18,878	18,878	3,343
3,824	21,586	21,586	3,824
4,292	24,228	24,228	4,292
4,788	27,026	27,026	4,788
5,251	29,638	29,638	5,251
5,716	32,250	32,250	5,716
6,197	34,956	34,956	6,197
6,679	37,676	37,676	6,679
7,140	40,292	40,292	7,140
7,638	43,104	43,104	7,638
8,098	45,700	45,700	8,098
8,568	48,354	48,354	8,568
9,023	50,918	50,918	9,023
9,487	53,532	53,532	9,487
9,941	56,090	56,090	9,941
10,430	58,858	58,858	10,430
10,870	61,340	61,340	10,870
11,328	63,924	63,924	11,328
11,815	66,664	66,664	11,815
12,301	69,406	69,406	12,301
12,779	72,100	72,100	12,779
13,262	74,836	74,836	13,262
13,725	77,436	77,436	13,725
14,199	80,100	80,100	14,199
14,692	82,884	82,884	14,692
15,177	85,628	85,628	15,177
15,642	88,252	88,252	15,642
16,141	91,060	91,060	16,141
16,616	93,738	93,738	16,616
17,081	96,374	96,374	17,081
17,554	99,034	99,034	17,554
18,054	101,858	101,858	18,054
18,531	104,546	104,546	18,531
18,994	107,170	107,170	18,994
19,480	109,918	109,918	19,480
19,970	112,672	112,672	19,970
20,467	115,478	115,478	20,467
20,958	118,252	118,252	20,958
21,421	120,852	120,852	21,421
21,891	123,504	123,504	21,891
22,368	126,186	126,186	22,368
22,859	128,966	128,966	22,859
23,326	131,588	131,588	23,326
23,822	134,396	134,396	23,822
24,302	137,106	137,106	24,302
24,792	139,880	139,880	24,792
25,285	142,674	142,674	25,285
25,766	145,392	145,392	25,766
26,247	148,128	148,128	26,247
26,731	150,848	150,848	26,731
27,211	153,560	153,560	27,211
27,679	156,282	156,282	27,679
28,164	159,022	159,022	28,164
28,659	161,818	161,818	28,659
29,144	164,552	164,552	29,144
29,639	167,372	167,372	29,639
30,122	170,100	170,100	30,122
30,616	172,882	172,882	30,616
31,082	175,542	175,542	31,082
31,575	178,330	178,330	31,575
32,033	180,900	180,900	32,033
32,514	183,606	183,606	32,514
33,002	186,362	186,362	33,002
33,501	189,176	189,176	33,501
33,973	191,832	191,832	33,973
34,471	194,650	194,650	34,471
34,954	197,388	197,388	34,954
35,436	200,116	200,116	35,436
35,885	202,652	202,652	35,885
36,368	205,388	205,388	36,368
36,820	207,932	207,932	36,820
37,296	210,614	210,614	37,296
37,795	213,430	213,430	37,795
38,282	216,174	216,174	38,282
38,753	218,832	218,832	38,753
39,253	221,672	221,672	39,253
39,734	224,350	224,350	39,734
40,217	227,074	227,074	40,217
40,696	229,784	229,784	40,696
41,192	232,562	232,562	41,192
41,663	235,200	235,200	41,663
42,136	237,868	237,868	42,136
42,622	240,608	240,608	42,622
43,094	243,272	243,272	43,094
43,573	245,978	245,978	43,573
44,061	248,722	248,722	44,061
44,548	251,522	251,522	44,548
45,034	254,266	254,266	45,034
45,485	256,814	256,814	45,485
45,966	259,522	259,522	45,966
46,396	261,948	261,948	46,396
46,866	264,588	264,588	46,866
47,350	267,326	267,326	47,350

End of preview. Expand in Dataset Viewer.

`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}
}

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3.26 MB

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3.26 MB

Number of rows:

123,289