| Task Name | Dataset Name | SOTA Result | Trend | |
|---|---|---|---|---|
| GNN training | PAPERS100M | Speedup1.022 | 12 | |
| Node Classification | Papers100M | Accuracy66.44 | 6 | |
| Node Classification | Papers100M (test) | Avg Accuracy64.89 | 4 | |
| Dynamic Node Classification | Papers100M | Training Time (s)12,300 | 2 |