Search is not available for this dataset
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 |
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coco_superpixels_edge_wt_only_feat_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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