| Dataset Name | SOTA Method | Metric | Trend | ||
|---|---|---|---|---|---|
| Reddit fully-supervised | BGNN | AUPRC7.7 | 25 | 3d ago | |
| Reddit (semi-supervised) | BernNet | AUPRC4.9 | 25 | 3d ago | |
| Yelp | UniGAD | AUROC86.23 | 13 | 3d ago | |
| Amazon | UniGAD | AUROC97.84 | 13 | 3d ago | |
| UniGAD-GCN | AUPRC9.73 | 13 | 3d ago | ||
| BM-MT | UniGAD | F1 Macro0.9618 | 12 | 3d ago | |
| BM-MS | UniGAD | F1-macro99.57 | 12 | 3d ago | |
| BM-MN | UniGAD | F1-macro99.2 | 12 | 3d ago | |
| MUTAG | UniGAD | AUROC99.54 | 12 | 3d ago | |
| BM-MT | UniGAD | AUROC0.9963 | 12 | 3d ago | |
| BM-MS | UniGAD | AUROC99.6 | 12 | 3d ago | |
| BM-MN | UniGAD | AUROC99.75 | 12 | 3d ago | |
| BM-MT | UniGAD - GCN | AUPRC99.73 | 12 | 3d ago | |
| BM-MS | UniGAD - GCN | AUPRC99.91 | 12 | 3d ago | |
| T-Group | UniGAD | F1 Macro68.69 | 11 | 3d ago | |
| MNIST 1 | GraphSAGE | F1-macro99.99 | 11 | 3d ago | |
| MNIST 0 | GraphSAGE | F1-macro99.99 | 11 | 3d ago | |
| T-Group | UniGAD | AUROC0.9619 | 11 | 3d ago | |
| MNIST 1 | GraphSAGE | AUROC0.9999 | 11 | 3d ago | |
| MNIST 0 | GraphSAGE | AUROC0.9999 | 11 | 3d ago | |
| MNIST 1 | BernNet | AUPRC99.99 | 11 | 3d ago | |
| MNIST0 | BernNet | AUPRC99.99 | 11 | 3d ago | |
| Yelp (semi-supervised) | CARE-GNN | AUPRC68.69 | 10 | 3d ago | |
| Amazon semi-supervised | XGB-Graph | AUPRC84.4 | 10 | 3d ago | |
| Yelp Fully-Supervised | XGB-Graph | AUROC96.22 | 7 | 3d ago |
