Wiki.CS
Benchmarks
| Task Name | Dataset Name | SOTA Result | Trend | |
|---|---|---|---|---|
| Node Classification | Wiki-CS (test) | Accuracy87.93 | 146 | |
| Graph Classification | Wiki-CS | Accuracy66.4 | 96 | |
| Node Classification | Wiki-CS 10%/10%/80% split | Accuracy83.53 | 18 | |
| Graph classification | Wiki-CS (test) | Accuracy65.5 | 14 | |
| Node Classification | Wiki-CS | AUC97.74 | 13 | |
| Influential Node Exploration | Wiki-CS | LT+ Spread94.6 | 9 | |
| Node Classification | Wiki-CS Heterophilous nodes | Accuracy (%)57.9 | 8 | |
| Node Classification | Wiki-CS Homophilous nodes | Accuracy94.65 | 8 | |
| Node Classification | Wiki-CS tail nodes | Accuracy (Tail Nodes)79.25 | 8 | |
| Node Classification | Wiki-CS head nodes | Accuracy85.35 | 8 | |
| 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 | |
| Node Classification | Wiki-CS 5-shot | Accuracy (Feature)55.9 | 3 | |
| Graph Classification | Wiki-CS v1 (target) | Accuracy66.4 | 2 |
Showing 15 of 15 rows