Node Classification on YouTube (6% labeled nodes)
44.93Micro F1 ScoreGraphVite
Evaluation Results
| Method | Links | ||
|---|---|---|---|
| GraphViteNetwork augmentation=false, Evaluation protocol=one-vs-rest linear classifier, Embedding normalization=true, Embedding dimension=1282019.03 | 44.93 | 34.59 | |
| LINENetwork augmentation=true, Evaluation protocol=one-vs-rest linear classifier, Embedding normalization=true, Embedding dimension=1282019.03 | 44.44 | 33.73 | |
| DeepWalkNetwork augmentation=false, Evaluation protocol=one-vs-rest linear classifier, Embedding normalization=true, Embedding dimension=1282019.03 | 44.31 | 34.32 | |
| LINENetwork augmentation=false, Evaluation protocol=one-vs-rest linear classifier, Embedding normalization=true, Embedding dimension=1282019.03 | 41.79 | 29.59 |