Node Classification On Wikipedia
Metriken
Accuracy
Macro-F1
Ergebnisse
Leistungsergebnisse verschiedener Modelle zu diesem Benchmark
Modellname | Accuracy | Macro-F1 | Paper Title | Repository |
|---|---|---|---|---|
| LINE | 17.50% | 0.164 | LINE: Large-scale Information Network Embedding | |
| node2vec | 19.10% | 0.179 | node2vec: Scalable Feature Learning for Networks | |
| GraphGAN | 21.3% | 0.194 | GraphGAN: Graph Representation Learning with Generative Adversarial Nets | |
| Struc2vec | 21.10% | 0.190 | struc2vec: Learning Node Representations from Structural Identity | |
| DeepWalk | 19.4% | 0.183 | DeepWalk: Online Learning of Social Representations |
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