Node Classification on YouTube 5% labeled nodes
44.53Micro-F1GraphVite
Evaluation Results
| Method | Links | ||
|---|---|---|---|
| GraphViteNetwork augmentation=false, Evaluation protocol=one-vs-rest linear classifier, Embedding normalization=true, Embedding dimension=1282019.03 | 44.53 | 33.81 | |
| DeepWalkNetwork augmentation=false, Evaluation protocol=one-vs-rest linear classifier, Embedding normalization=true, Embedding dimension=1282019.03 | 43.96 | 33.92 | |
| LINENetwork augmentation=true, Evaluation protocol=one-vs-rest linear classifier, Embedding normalization=true, Embedding dimension=1282019.03 | 43.9 | 32.86 | |
| LINENetwork augmentation=false, Evaluation protocol=one-vs-rest linear classifier, Embedding normalization=true, Embedding dimension=1282019.03 | 41.08 | 28.5 |