Search is not available for this dataset
x
int64 0
45.7M
| edge_index
int64 0
256M
| edge_attr
int64 0
256M
| y
int64 0
45.7M
|
---|---|---|---|
0 | 0 | 0 | 0 |
366 | 2,038 | 2,038 | 366 |
822 | 4,608 | 4,608 | 822 |
1,186 | 6,630 | 6,630 | 1,186 |
1,571 | 8,774 | 8,774 | 1,571 |
2,041 | 11,466 | 11,466 | 2,041 |
2,500 | 14,052 | 14,052 | 2,500 |
2,916 | 16,386 | 16,386 | 2,916 |
3,314 | 18,614 | 18,614 | 3,314 |
3,762 | 21,128 | 21,128 | 3,762 |
4,168 | 23,388 | 23,388 | 4,168 |
4,550 | 25,514 | 25,514 | 4,550 |
4,962 | 27,780 | 27,780 | 4,962 |
5,438 | 30,462 | 30,462 | 5,438 |
5,884 | 32,962 | 32,962 | 5,884 |
6,295 | 35,260 | 35,260 | 6,295 |
6,626 | 37,090 | 37,090 | 6,626 |
6,964 | 38,994 | 38,994 | 6,964 |
7,352 | 41,156 | 41,156 | 7,352 |
7,803 | 43,690 | 43,690 | 7,803 |
8,291 | 46,422 | 46,422 | 8,291 |
8,774 | 49,128 | 49,128 | 8,774 |
9,217 | 51,628 | 51,628 | 9,217 |
9,640 | 53,992 | 53,992 | 9,640 |
10,130 | 56,752 | 56,752 | 10,130 |
10,466 | 58,600 | 58,600 | 10,466 |
10,764 | 60,278 | 60,278 | 10,764 |
11,209 | 62,728 | 62,728 | 11,209 |
11,691 | 65,428 | 65,428 | 11,691 |
12,049 | 67,418 | 67,418 | 12,049 |
12,464 | 69,756 | 69,756 | 12,464 |
12,825 | 71,782 | 71,782 | 12,825 |
13,281 | 74,360 | 74,360 | 13,281 |
13,633 | 76,312 | 76,312 | 13,633 |
13,855 | 77,538 | 77,538 | 13,855 |
14,289 | 79,970 | 79,970 | 14,289 |
14,743 | 82,518 | 82,518 | 14,743 |
15,179 | 84,956 | 84,956 | 15,179 |
15,632 | 87,480 | 87,480 | 15,632 |
16,077 | 89,970 | 89,970 | 16,077 |
16,537 | 92,580 | 92,580 | 16,537 |
16,878 | 94,470 | 94,470 | 16,878 |
17,226 | 96,402 | 96,402 | 17,226 |
17,555 | 98,232 | 98,232 | 17,555 |
18,016 | 100,820 | 100,820 | 18,016 |
18,340 | 102,616 | 102,616 | 18,340 |
18,719 | 104,738 | 104,738 | 18,719 |
19,128 | 107,012 | 107,012 | 19,128 |
19,589 | 109,618 | 109,618 | 19,589 |
19,887 | 111,270 | 111,270 | 19,887 |
20,361 | 113,926 | 113,926 | 20,361 |
20,840 | 116,638 | 116,638 | 20,840 |
21,293 | 119,202 | 119,202 | 21,293 |
21,763 | 121,860 | 121,860 | 21,763 |
22,084 | 123,628 | 123,628 | 22,084 |
22,576 | 126,418 | 126,418 | 22,576 |
22,937 | 128,468 | 128,468 | 22,937 |
23,416 | 131,160 | 131,160 | 23,416 |
23,822 | 133,526 | 133,526 | 23,822 |
24,286 | 136,126 | 136,126 | 24,286 |
24,615 | 137,956 | 137,956 | 24,615 |
24,918 | 139,636 | 139,636 | 24,918 |
25,377 | 142,272 | 142,272 | 25,377 |
25,840 | 144,872 | 144,872 | 25,840 |
26,231 | 147,040 | 147,040 | 26,231 |
26,664 | 149,510 | 149,510 | 26,664 |
27,146 | 152,240 | 152,240 | 27,146 |
27,568 | 154,604 | 154,604 | 27,568 |
27,910 | 156,500 | 156,500 | 27,910 |
28,313 | 158,766 | 158,766 | 28,313 |
28,652 | 160,650 | 160,650 | 28,652 |
28,853 | 161,750 | 161,750 | 28,853 |
29,326 | 164,424 | 164,424 | 29,326 |
29,781 | 166,978 | 166,978 | 29,781 |
30,229 | 169,512 | 169,512 | 30,229 |
30,526 | 171,166 | 171,166 | 30,526 |
30,988 | 173,764 | 173,764 | 30,988 |
31,464 | 176,418 | 176,418 | 31,464 |
31,895 | 178,814 | 178,814 | 31,895 |
32,231 | 180,658 | 180,658 | 32,231 |
32,679 | 183,172 | 183,172 | 32,679 |
33,111 | 185,602 | 185,602 | 33,111 |
33,502 | 187,798 | 187,798 | 33,502 |
33,920 | 190,132 | 190,132 | 33,920 |
34,203 | 191,714 | 191,714 | 34,203 |
34,702 | 194,526 | 194,526 | 34,702 |
35,052 | 196,424 | 196,424 | 35,052 |
35,430 | 198,534 | 198,534 | 35,430 |
35,913 | 201,236 | 201,236 | 35,913 |
36,297 | 203,390 | 203,390 | 36,297 |
36,704 | 205,672 | 205,672 | 36,704 |
37,185 | 208,400 | 208,400 | 37,185 |
37,547 | 210,368 | 210,368 | 37,547 |
37,892 | 212,388 | 212,388 | 37,892 |
38,373 | 215,102 | 215,102 | 38,373 |
38,764 | 217,290 | 217,290 | 38,764 |
39,239 | 219,986 | 219,986 | 39,239 |
39,401 | 220,872 | 220,872 | 39,401 |
39,877 | 223,536 | 223,536 | 39,877 |
40,334 | 226,110 | 226,110 | 40,334 |
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coco_superpixels_edge_wt_region_boundary_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}
}
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