| Dataset Name | SOTA Method | Metric | Trend | ||
|---|---|---|---|---|---|
| NTU 2012 (test) | HND-L | Accuracy93.32 | 27 | 4d ago | |
| ModelNet40 (test) | HND-NL | Accuracy98.49 | 27 | 4d ago | |
| House (test) | HND-NL | Accuracy74.63 | 15 | 4d ago | |
| Senate (test) | HNSD | Accuracy78.45 | 14 | 4d ago | |
| House 1.0 (test) | HyperGCL (A6: proposed generative augmentation) | Accuracy62.41 | 12 | 1mo ago | |
| House 0.6 (test) | HyperGCL (A6: proposed generative augmentation) | Accuracy73.14 | 12 | 1mo ago | |
| Citeseer (test) | HyperGCL (A6: proposed generative augmentation) | Accuracy66.6 | 12 | 1mo ago | |
| Cora (test) | HyperGCL (A6: proposed generative augmentation) | Accuracy72.15 | 12 | 1mo ago | |
| Congress | ED-HNN | Accuracy95 | 11 | 1mo ago | |
| House | SheafHyperGNN | Accuracy73.84 | 11 | 1mo ago | |
| Senate | SheafHyperGNN | Accuracy68.73 | 11 | 1mo ago | |
| DBLP CA | ED-HNN | Accuracy91.9 | 11 | 1mo ago | |
| Cora CA | SheafHyperGNN | Accuracy85.52 | 11 | 1mo ago | |
| Pubmed | ED-HNN | Accuracy89.03 | 11 | 1mo ago | |
| Citeseer | SheafHyperGNN | Accuracy74.71 | 11 | 1mo ago | |
| Cora | SheafHyperGNN | Accuracy81.3 | 11 | 1mo ago | |
| 20Newsgroup (test) | HND-NL | Accuracy82.72 | 10 | 4d ago | |
| Zoo (test) | HND-L | Accuracy99.19 | 10 | 4d ago |
