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.

DatasetNclsN_{cls}NtrainN_{\text{train}}NfullN_{full}rtrainr_{\text{train}}rfullr_{\text{full}}NcondN_{cond}
Citeseer61203,32725%
50%
100%
0.9%
1.8%
3.6%
30
60
120
Cora71402,70825%
50%
100%
1.3%
2.6%
5.2%
35
70
140
Pubmed36019,71725%
50%
100%
0.08%
0.15%
0.3%
15
30
60
ogbn-arxiv4090,941169,3430.1%
0.5%
1%
0.05%
0.25%
0.5%
90
454
909
ogbn-products47196,6152,449,0290.3%
0.6%
1.2%
0.025%
0.05%
0.1%
612
1,225
2,449
Flickr744,62589,2500.1%
0.5%
1%
0.1%
0.5%
1%
44
223
446
Reddit4115,393223,29650.1%
0.5%
1%
0.05%
0.1%
0.2%
153
769
1,539