Link Prediction on Wiki
2.67Precision@100Node2Vec
Evaluation results
| Method | Links | ||
|---|---|---|---|
| Node2VecParameter Tuning Strategy=Tuned for each dataset2019.12 | 2.67 | 15.14 | |
| VERSE2019.12 | 2.12 | 11.18 | |
| NodeSketchParameter Tuning Strategy=Tuned for each dataset2019.12 | 1.76 | 9.42 | |
| DAOR2019.12 | 1.64 | 8.92 | |
| HARP-DWalkParameter Tuning Strategy=Tuned once for all datasets2019.12 | 1.01 | 5.36 | |
| DeepWalk2019.12 | 0.9 | 4.93 | |
| NetMFParameter Tuning Strategy=Tuned for each dataset2019.12 | 0.84 | 4.74 | |
| INH-MFParameter Tuning Strategy=Tuned once for all datasets2019.12 | 0.84 | 4.54 | |
| DAOC2019.12 | 0.59 | 3.14 | |
| GraRepParameter Tuning Strategy=Tuned for each dataset2019.12 | 0.54 | 2.86 | |
| LINEParameter Tuning Strategy=Tuned once for all datasets2019.12 | 0.31 | 1.67 | |
| HOPEParameter Tuning Strategy=Tuned for each dataset2019.12 | 0.27 | 1.49 | |
| HARP-LINEParameter Tuning Strategy=Tuned once for all datasets2019.12 | 0.21 | 1.17 | |
| NetHashParameter Tuning Strategy=Tuned for each dataset2019.12 | 0.2 | 1.01 |