Node Classification on YouTube (7% labeled nodes)
45.26Micro F1 ScoreGraphVite
Evaluation Results
| Method | Links | ||
|---|---|---|---|
| GraphViteNetwork augmentation=false, Evaluation protocol=one-vs-rest linear classifier, Embedding normalization=true, Embedding dimension=1282019.03 | 45.26 | 35.27 | |
| LINENetwork augmentation=true, Evaluation protocol=one-vs-rest linear classifier, Embedding normalization=true, Embedding dimension=1282019.03 | 44.83 | 34.5 | |
| DeepWalkNetwork augmentation=false, Evaluation protocol=one-vs-rest linear classifier, Embedding normalization=true, Embedding dimension=1282019.03 | 44.61 | 34.83 | |
| LINENetwork augmentation=false, Evaluation protocol=one-vs-rest linear classifier, Embedding normalization=true, Embedding dimension=1282019.03 | 42.28 | 30.43 |