Node Classification 벤치마크
Node Classification on YouTube
| Rank | Model | Macro-F1@2% | Micro-F1@2% | runtime (s) | Paper | Code | Year |
|---|---|---|---|---|---|---|---|
| 1 | LINE | 33.69 | 40.61 | 70.09 | GraphVite: A High-Performance CPU-GPU Hybrid System for Node Embedding | DeepGraphLearning/graphvite | 2019 |
| 2 | Cleora | 30.77 | 38.59 | – | Cleora: A Simple, Strong and Scalable Graph Embedding Scheme | Synerise/cleora · Synerise/booking-challenge | 2021 |