Supported dataset
June 13, 2024 · View on GitHub
For GraphCondenser, budget is the node number of the condensed graph. In most of graph condensation paper, condense rate (e.g., the ratio of the size of the condensed graph to the number of nodes that can be observed during the condensing process.) are reported.
| Dataset | ||||||
|---|---|---|---|---|---|---|
| Citeseer | 6 | 120 | 3,327 | 25% 50% 100% | 0.9% 1.8% 3.6% | 30 60 120 |
| Cora | 7 | 140 | 2,708 | 25% 50% 100% | 1.3% 2.6% 5.2% | 35 70 140 |
| Pubmed | 3 | 60 | 19,717 | 25% 50% 100% | 0.08% 0.15% 0.3% | 15 30 60 |
| ogbn-arxiv | 40 | 90,941 | 169,343 | 0.1% 0.5% 1% | 0.05% 0.25% 0.5% | 90 454 909 |
| ogbn-products | 47 | 196,615 | 2,449,029 | 0.3% 0.6% 1.2% | 0.025% 0.05% 0.1% | 612 1,225 2,449 |
| Flickr | 7 | 44,625 | 89,250 | 0.1% 0.5% 1% | 0.1% 0.5% 1% | 44 223 446 |
| 41 | 15,3932 | 23,2965 | 0.1% 0.5% 1% | 0.05% 0.1% 0.2% | 153 769 1,539 |