Coauthor-CS
Benchmarks
| Task Name | Dataset Name | SOTA Result | Trend | |
|---|---|---|---|---|
| Node Classification | Coauthor-CS (test) | Accuracy96.21 | 120 | |
| Node Classification | Coauthor CS (semi-supervised inductive) | Accuracy93.74 | 23 | |
| Node Classification | Coauthor-CS 5 way 5 shot | Accuracy94.56 | 20 | |
| Node Classification | Coauthor-CS 5 way 3 shot | Accuracy93.2 | 20 | |
| Node Classification | Coauthor-CS 2 way 5 shot | Accuracy95.34 | 20 | |
| Node Classification | Coauthor-CS 2 way 3 shot | Accuracy94.14 | 20 | |
| Node Classification | Coauthor-CS | Accuracy94.8 | 15 | |
| Node classification | Coauthor CS 20% Uniform Noise (test) | Accuracy87.4 | 10 | |
| Node Classification | Coauthor CS tail nodes | Accuracy92.97 | 8 | |
| Node Classification | Coauthor CS head nodes | Accuracy94.08 | 8 | |
| Semi-supervised node classification | Coauthor-CS (split 3) | Accuracy92.4 | 7 | |
| Semi-supervised node classification | Coauthor-CS (split 2) | Accuracy92.5 | 7 | |
| Semi-supervised node classification | Coauthor-CS (split 1) | Accuracy92.7 | 7 | |
| Node Classification | Coauthor-CS 2 | Macro F190.5 | 7 | |
| Node Classification | Coauthor CS 20% pair noise (test) | P-Value0.0718 | 1 |
Showing 15 of 15 rows