Node Classification on YouTube 1% labeled nodes
39.68Micro-F1DeepWalk
Evaluation results
| Method | Links | ||
|---|---|---|---|
| DeepWalkNetwork augmentation=false, Evaluation protocol=one-vs-rest linear classifier, Embedding normalization=true, Embedding dimension=1282019.03 | 39.68 | 28.39 | |
| GraphViteNetwork augmentation=false, Evaluation protocol=one-vs-rest linear classifier, Embedding normalization=true, Embedding dimension=1282019.03 | 39.19 | 25.61 | |
| LINENetwork augmentation=true, Evaluation protocol=one-vs-rest linear classifier, Embedding normalization=true, Embedding dimension=1282019.03 | 36.78 | 22.18 | |
| LINENetwork augmentation=false, Evaluation protocol=one-vs-rest linear classifier, Embedding normalization=true, Embedding dimension=1282019.03 | 32.98 | 17.06 |