Node Classification On Blogcatalog
評価指標
Accuracy
Macro-F1
評価結果
このベンチマークにおける各モデルのパフォーマンス結果
モデル名 | Accuracy | Macro-F1 | Paper Title | Repository |
|---|---|---|---|---|
| DeepWalk | 22.5% | 0.214 | DeepWalk: Online Learning of Social Representations | |
| GraRep | - | 0.3093 | GraRep: Learning Graph Representations with Global Structural Information | |
| LINE | 20.50% | 0.192 | LINE: Large-scale Information Network Embedding | |
| Struc2vec | 22.80% | 0.216 | struc2vec: Learning Node Representations from Structural Identity | |
| node2vec | 21.50% | 0.206 | node2vec: Scalable Feature Learning for Networks | |
| DAOR | - | - | Bridging the Gap between Community and Node Representations: Graph Embedding via Community Detection |
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