| Dataset Name | SOTA Method | Metric | Trend | ||
|---|---|---|---|---|---|
| Small and medium sized datasets average | Runtime (s)0.03 | 11 | 2mo ago | ||
| MAG | graph NE | Neighbor Recall89 | 10 | 1mo ago | |
| arXiv | graph NE | Neighbor Recall72.3 | 10 | 1mo ago | |
| MNIST | graph NE | Neighbor Recall96 | 10 | 1mo ago | |
| Computer | graph NE | Neighbor Recall64.8 | 10 | 1mo ago | |
| Photo | graph NE | Neighbor Recall70.3 | 10 | 1mo ago | |
| PubMed | node2vec | Neighbor Recall70.1 | 10 | 1mo ago | |
| Cora | graph NE | Neighbor Recall83.8 | 10 | 1mo ago | |
| Citeseer | graph NE | Neighbor Recall81 | 10 | 1mo ago | |
| YouTube | DAOR | Time (s)57.1 | 10 | 5mo ago | |
| Friendster small | GraphVite | Training Time (hrs)2.79 | 2 | 5mo ago | |
| Friendster | GraphVite | Training time (hrs)20.3 | 1 | 5mo ago | |
| Hyperlink-PLD | GraphVite | Training time (hrs)5.36 | 1 | 5mo ago |
