| Task Name | Dataset Name | SOTA Result | Trend | |
|---|---|---|---|---|
| Node classification | Penn94 50/25/25 (test) | Accuracy84.71 | 44 | |
| Node Classification | penn94 (test) | Accuracy85.6 | 39 | |
| Node classification | Penn 94 | Accuracy86.4 | 33 | |
| Open Information Extraction | PENN | F1 Score88.5 | 18 | |
| Classification | Penn | F1 Score67.53 | 5 | |
| Node classification | Penn94 Non-Homophilous Graph Benchmarks (test) | Accuracy84.71 | 5 | |
| Graph Learning | PENN 94 | Learning Time (s)17.2 | 3 | |
| Node Classification | Penn | ASR96.71 | 3 |