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 |
15,177 | 121,416 | 121,416 | 15,177 |
15,642 | 125,136 | 125,136 | 15,642 |
16,141 | 129,128 | 129,128 | 16,141 |
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_feat_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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