| Task Name | Dataset Name | SOTA Result | Trend | |
|---|---|---|---|---|
| Graph Classification | Wiki-CS | Accuracy62 | 26 | |
| Node Classification | Wiki-CS 10%/10%/80% split | Accuracy83.53 | 18 | |
| Node Classification | Wiki-CS (test) | Accuracy81.01 | 18 | |
| Node Classification | Wiki-CS | AUC97.74 | 13 | |
| Influential Node Exploration | Wiki-CS | LT+ Spread94.6 | 9 | |
| Node Classification | Wiki.CS high-degree nodes, upper 33% | Accuracy83.49 | 8 | |
| Node Classification | Wiki.CS low-degree nodes, lower 33% | Accuracy0.7436 | 8 | |
| Community Detection | Wiki CS | p-value0 | 7 |