In order to facilitate further experimental research in the field, we have compiled a dataset of commonly used GC methods, with links to jump directly to the specific methods.
| Dataset | #Nodes | #Edges | #Features | #Classes | Type |
|---|---|---|---|---|---|
| Cora | 2,708 | 5,429 | 1,433 | 7 | Citation |
| CoraFull | 19,793 | 130,622 | 8,710 | 70 | Citation |
| Citeseer | 3,327 | 4,732 | 3,703 | 6 | Citation |
| Citeseer-L | 3,327 | 4,732 | 3,703 | 2 | Citation |
| DBLP | 17,716 | 52,867 | 1,639 | 4 | Citation |
| DBLP-large | 26,128 | 105,734 | 4,057 | 2 | Citation |
| Coauthor Physics(Co-phy) | 34,493 | 247,692 | 8,415 | 5 | Citation |
| OGBNArxiv(Arixiv) | 169,343 | 1,166,243 | 128 | 40 | Citation |
| Pubmed | 19,717 | 44,338 | 500 | 3 | Citation |
| OGBLCitation2 | 2,927,963 | 30,561,187 | 128 | N/A | Citation |
| ACM | 3,025 | 13,128 | 1,870 | N/A | Citation |
| Friendster | 7,944,949 | 446,673,688 | N/A | 5000 | Social |
| Flickr | 89,250 | 899,756 | 500 | 7 | Social |
| 232,965 | 57,307,946 | 602 | 210 | Social | |
| Reddit-A | 232,965 | 11,606,919 | 602 | 41 | Social |
| Reddit-B | 227,853 | 114,615,892 | 602 | 40 | Social |
| Genius | 42,1961 | 984,979 | 12 | 2 | Social |
| YelpChi | 45,954 | 3,846,979 | 32 | 2 | Social |
| Polblogs | 1,490 | 16,715 | 5,000 | N/A | Social |
| PPI | 14,755 | 222,055 | 50 | 121 | Biology |
| Yeast | 2,361 | 13,292 | 5,000 | N/A | Biology |
| Airfoil | 4,253 | 12,289 | 5,000 | N/A | Transportation |
| Minnesota | 2,642 | 3,304 | 5000 | N/A | Transportation |
| Bunny | 2,503 | 78,292 | 5,000 | N/A | Point cloud |
| OGBLCollab | 235,868 | 1,285,465 | 128 | N/A | Collaboration |
| OGBNProducts | 2,449,029 | 61,859,140 | 128 | 47 | Product |
| Products | 2,449,029 | 61,859,140 | 100 | 46 | Product |
| Amazon | 11,944 | 4,398,392 | 25 | 2 | Product |
| Dataset | #Graphs | #Avg.Nodes | #Avg.Edges | #Classes | Type |
|---|---|---|---|---|---|
| CIFAR10 | 60,000 | 117.6 | 941.07 | 10 | Superpixel |
| ogbg-molhiv | 41,127 | 25.5 | 54.9 | 2 | Molecule |
| ogbg-molbace | 1,513 | 34.1 | 36.9 | 2 | Molecule |
| ogbg-molbbbp | 2,039 | 24.1 | 26.0 | 2 | Molecule |
| MUTAG | 188 | 17.93 | 19.79 | 2 | Molecule |
| NCI1 | 4,110 | 29.87 | 32.30 | 2 | Molecule |
| DD | 1,178 | 284.32 | 715.66 | 2 | Molecule |
| ENZYMES | 600 | 32.63 | 62.14 | 6 | Molecule |
| NCI109 | 4,127 | 29.68 | 32.13 | 2 | Molecule |
| PROTEINS | 1,108 | 39.06 | 72.70 | 2 | Molecule |
| PTC | 344 | 14.29 | 14.69 | 2 | Molecule |
| IMDB-BINARY | 1,000 | 19.8 | 96.5 | 2 | Social |
| IMDB-MULTI | 1,500 | 13.0 | 65.9 | 3 | Social |
| E-commerce | 1,109 | 33.7 | 46.3 | 2 | Transaction |