Datasets:

LRGB
/

voc_superpixels_edge_wt_coord_feat_10

x int64 0 599k	edge_index int64 0 4.79M	edge_attr int64 0 4.79M	y int64 0 599k
0	0	0	0
287	2,296	2,296	287
761	6,088	6,088	761
1,205	9,640	9,640	1,205
1,665	13,320	13,320	1,665
2,131	17,048	17,048	2,131
2,509	20,072	20,072	2,509
2,933	23,464	23,464	2,933
3,433	27,464	27,464	3,433
3,835	30,680	30,680	3,835
4,313	34,504	34,504	4,313
4,745	37,960	37,960	4,745
5,245	41,960	41,960	5,245
5,680	45,440	45,440	5,680
6,140	49,120	49,120	6,140
6,542	52,336	52,336	6,542
7,004	56,032	56,032	7,004
7,402	59,216	59,216	7,402
7,902	63,216	63,216	7,902
8,370	66,960	66,960	8,370
8,776	70,208	70,208	8,776
9,207	73,656	73,656	9,207
9,593	76,744	76,744	9,593
10,025	80,200	80,200	10,025
10,499	83,992	83,992	10,499
10,999	87,992	87,992	10,999
11,494	91,952	91,952	11,494
11,919	95,352	95,352	11,919
12,414	99,312	99,312	12,414
12,794	102,352	102,352	12,794
13,293	106,344	106,344	13,293
13,746	109,968	109,968	13,746
14,210	113,680	113,680	14,210
14,551	116,408	116,408	14,551
14,979	119,832	119,832	14,979
15,421	123,368	123,368	15,421
15,838	126,704	126,704	15,838
16,291	130,328	130,328	16,291
16,754	134,032	134,032	16,754
17,243	137,944	137,944	17,243
17,702	141,616	141,616	17,702
18,168	145,344	145,344	18,168
18,646	149,168	149,168	18,646
19,076	152,608	152,608	19,076
19,453	155,624	155,624	19,453
19,933	159,464	159,464	19,933
20,335	162,680	162,680	20,335
20,817	166,536	166,536	20,817
21,184	169,472	169,472	21,184
21,598	172,784	172,784	21,598
22,035	176,280	176,280	22,035
22,403	179,224	179,224	22,403
22,890	183,120	183,120	22,890
23,365	186,920	186,920	23,365
23,848	190,784	190,784	23,848
24,323	194,584	194,584	24,323
24,774	198,192	198,192	24,774
24,926	199,408	199,408	24,926
25,325	202,600	202,600	25,325
25,537	204,296	204,296	25,537
25,933	207,464	207,464	25,933
26,331	210,648	210,648	26,331
26,812	214,496	214,496	26,812
27,161	217,288	217,288	27,161
27,553	220,424	220,424	27,553
28,053	224,424	224,424	28,053
28,466	227,728	227,728	28,466
28,927	231,416	231,416	28,927
29,411	235,288	235,288	29,411
29,882	239,056	239,056	29,882
30,369	242,952	242,952	30,369
30,867	246,936	246,936	30,867
31,303	250,424	250,424	31,303
31,715	253,720	253,720	31,715
32,153	257,224	257,224	32,153
32,601	260,808	260,808	32,601
33,079	264,632	264,632	33,079
33,566	268,528	268,528	33,566
34,048	272,384	272,384	34,048
34,525	276,200	276,200	34,525
34,982	279,856	279,856	34,982
35,311	282,488	282,488	35,311
35,778	286,224	286,224	35,778
35,953	287,624	287,624	35,953
36,234	289,872	289,872	36,234
36,526	292,208	292,208	36,526
36,901	295,208	295,208	36,901
37,271	298,168	298,168	37,271
37,643	301,144	301,144	37,643
38,113	304,904	304,904	38,113
38,451	307,608	307,608	38,451
38,929	311,432	311,432	38,929
39,386	315,088	315,088	39,386
39,863	318,904	318,904	39,863
40,361	322,888	322,888	40,361
40,849	326,792	326,792	40,849
41,285	330,280	330,280	41,285
41,758	334,064	334,064	41,758
42,258	338,064	338,064	42,258
42,671	341,368	341,368	42,671

End of preview. Expand in Dataset Viewer.

`voc_superpixels_edge_wt_coord_feat_10`

Dataset Summary

Dataset	Domain	Task	Node Feat. (dim)	Edge Feat. (dim)	Perf. Metric
PascalVOC-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
PascalVOC-SP	11,355	5,443,545	479.40	5.65	30,777,444	2,710.48	10.74±0.51	27.62±2.13

Additional Information

Dataset Curators

Vijay Prakash Dwivedi (vijaydwivedi75)

Licensing Information

Custom License for Pascal VOC 2011 (respecting Flickr terms of use)

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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