Datasets:

LRGB
/

coco_superpixels_edge_wt_only_coord_10

Tasks:

Graph Machine Learning

Size Categories: 1M<n<10M

Tags: lrgb

License:

Dataset card Viewer Files Files and versions Community

Dataset Viewer

Auto-converted to Parquet

View in Dataset Viewer

Viewer

Split (3)

train · 113k rows

x int64 0 45.7M	edge_index int64 0 366M	edge_attr int64 0 366M	y int64 0 45.7M
0	0	0	0
366	2,928	2,928	366
822	6,576	6,576	822
1,186	9,488	9,488	1,186
1,571	12,568	12,568	1,571
2,041	16,328	16,328	2,041
2,500	20,000	20,000	2,500
2,916	23,328	23,328	2,916
3,314	26,512	26,512	3,314
3,762	30,096	30,096	3,762
4,168	33,344	33,344	4,168
4,550	36,400	36,400	4,550
4,962	39,696	39,696	4,962
5,438	43,504	43,504	5,438
5,884	47,072	47,072	5,884
6,295	50,360	50,360	6,295
6,626	53,008	53,008	6,626
6,964	55,712	55,712	6,964
7,352	58,816	58,816	7,352
7,803	62,424	62,424	7,803
8,291	66,328	66,328	8,291
8,774	70,192	70,192	8,774
9,217	73,736	73,736	9,217
9,640	77,120	77,120	9,640
10,130	81,040	81,040	10,130
10,466	83,728	83,728	10,466
10,764	86,112	86,112	10,764
11,209	89,672	89,672	11,209
11,691	93,528	93,528	11,691
12,049	96,392	96,392	12,049
12,464	99,712	99,712	12,464
12,825	102,600	102,600	12,825
13,281	106,248	106,248	13,281
13,633	109,064	109,064	13,633
13,855	110,840	110,840	13,855
14,289	114,312	114,312	14,289
14,743	117,944	117,944	14,743
15,179	121,432	121,432	15,179
15,632	125,056	125,056	15,632
16,077	128,616	128,616	16,077
16,537	132,296	132,296	16,537
16,878	135,024	135,024	16,878
17,226	137,808	137,808	17,226
17,555	140,440	140,440	17,555
18,016	144,128	144,128	18,016
18,340	146,720	146,720	18,340
18,719	149,752	149,752	18,719
19,128	153,024	153,024	19,128
19,589	156,712	156,712	19,589
19,887	159,096	159,096	19,887
20,361	162,888	162,888	20,361
20,840	166,720	166,720	20,840
21,293	170,344	170,344	21,293
21,763	174,104	174,104	21,763
22,084	176,672	176,672	22,084
22,576	180,608	180,608	22,576
22,937	183,496	183,496	22,937
23,416	187,328	187,328	23,416
23,822	190,576	190,576	23,822
24,286	194,288	194,288	24,286
24,615	196,920	196,920	24,615
24,918	199,344	199,344	24,918
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
27,146	217,168	217,168	27,146
27,568	220,544	220,544	27,568
27,910	223,280	223,280	27,910
28,313	226,504	226,504	28,313
28,652	229,216	229,216	28,652
28,853	230,824	230,824	28,853
29,326	234,608	234,608	29,326
29,781	238,248	238,248	29,781
30,229	241,832	241,832	30,229
30,526	244,208	244,208	30,526
30,988	247,904	247,904	30,988
31,464	251,712	251,712	31,464
31,895	255,160	255,160	31,895
32,231	257,848	257,848	32,231
32,679	261,432	261,432	32,679
33,111	264,888	264,888	33,111
33,502	268,016	268,016	33,502
33,920	271,360	271,360	33,920
34,203	273,624	273,624	34,203
34,702	277,616	277,616	34,702
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_coord_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: 2

Edit dataset card

Size of downloaded dataset files:

3.25 MB

Size of the auto-converted Parquet files:

3.25 MB

Number of rows:

123,289