Datasets:

LRGB
/

coco_superpixels_edge_wt_only_coord_30

Tasks:

Graph Machine Learning

Size Categories: 1M<n<10M

Tags: lrgb

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train · 113k rows

x int64 0 54M	edge_index int64 0 432M	edge_attr int64 0 432M	y int64 0 54M
0	0	0	0
488	3,904	3,904	488
979	7,832	7,832	979
1,443	11,544	11,544	1,443
1,911	15,288	15,288	1,911
2,393	19,144	19,144	2,393
2,866	22,928	22,928	2,866
3,343	26,744	26,744	3,343
3,824	30,592	30,592	3,824
4,292	34,336	34,336	4,292
4,788	38,304	38,304	4,788
5,251	42,008	42,008	5,251
5,716	45,728	45,728	5,716
6,197	49,576	49,576	6,197
6,679	53,432	53,432	6,679
7,140	57,120	57,120	7,140
7,638	61,104	61,104	7,638
8,098	64,784	64,784	8,098
8,568	68,544	68,544	8,568
9,023	72,184	72,184	9,023
9,487	75,896	75,896	9,487
9,941	79,528	79,528	9,941
10,430	83,440	83,440	10,430
10,870	86,960	86,960	10,870
11,328	90,624	90,624	11,328
11,815	94,520	94,520	11,815
12,301	98,408	98,408	12,301
12,779	102,232	102,232	12,779
13,262	106,096	106,096	13,262
13,725	109,800	109,800	13,725
14,199	113,592	113,592	14,199
14,692	117,536	117,536	14,692
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15,642	125,136	125,136	15,642
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16,616	132,928	132,928	16,616
17,081	136,648	136,648	17,081
17,554	140,432	140,432	17,554
18,054	144,432	144,432	18,054
18,531	148,248	148,248	18,531
18,994	151,952	151,952	18,994
19,480	155,840	155,840	19,480
19,970	159,760	159,760	19,970
20,467	163,736	163,736	20,467
20,958	167,664	167,664	20,958
21,421	171,368	171,368	21,421
21,891	175,128	175,128	21,891
22,368	178,944	178,944	22,368
22,859	182,872	182,872	22,859
23,326	186,608	186,608	23,326
23,822	190,576	190,576	23,822
24,302	194,416	194,416	24,302
24,792	198,336	198,336	24,792
25,285	202,280	202,280	25,285
25,766	206,128	206,128	25,766
26,247	209,976	209,976	26,247
26,731	213,848	213,848	26,731
27,211	217,688	217,688	27,211
27,679	221,432	221,432	27,679
28,164	225,312	225,312	28,164
28,659	229,272	229,272	28,659
29,144	233,152	233,152	29,144
29,639	237,112	237,112	29,639
30,122	240,976	240,976	30,122
30,616	244,928	244,928	30,616
31,082	248,656	248,656	31,082
31,575	252,600	252,600	31,575
32,033	256,264	256,264	32,033
32,514	260,112	260,112	32,514
33,002	264,016	264,016	33,002
33,501	268,008	268,008	33,501
33,973	271,784	271,784	33,973
34,471	275,768	275,768	34,471
34,954	279,632	279,632	34,954
35,436	283,488	283,488	35,436
35,885	287,080	287,080	35,885
36,368	290,944	290,944	36,368
36,820	294,560	294,560	36,820
37,296	298,368	298,368	37,296
37,795	302,360	302,360	37,795
38,282	306,256	306,256	38,282
38,753	310,024	310,024	38,753
39,253	314,024	314,024	39,253
39,734	317,872	317,872	39,734
40,217	321,736	321,736	40,217
40,696	325,568	325,568	40,696
41,192	329,536	329,536	41,192
41,663	333,304	333,304	41,663
42,136	337,088	337,088	42,136
42,622	340,976	340,976	42,622
43,094	344,752	344,752	43,094
43,573	348,584	348,584	43,573
44,061	352,488	352,488	44,061
44,548	356,384	356,384	44,548
45,034	360,272	360,272	45,034
45,485	363,880	363,880	45,485
45,966	367,728	367,728	45,966
46,396	371,168	371,168	46,396
46,866	374,928	374,928	46,866
47,350	378,800	378,800	47,350

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`coco_superpixels_edge_wt_only_coord_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

Size of the auto-converted Parquet files:

3.26 MB

Number of rows:

123,289