Table 6. Common datasets for graph classification tasks.
Dataset | Graphs | Classes | Nodes(max) | Nodes(avg.) | Node Labels |
---|---|---|---|---|---|
MUTAG | 188 | 2 | 28 | 17.93 | 7 |
PTC | 344 | 2 | 109 | 25.56 | 19 |
NCI1 | 4110 | 2 | 111 | 29.87 | 37 |
PROTEINS | 1113 | 2 | 620 | 39.06 | 3 |
D&D | 1178 | 2 | 5748 | 284.32 | 82 |