Link Prediction on Twitter
92.3ROC AUC (%)GATNE-T
Evaluation results
| Method | Links | |||
|---|---|---|---|---|
| GATNE-Tmode=transductive2019.05 | 92.3 | 91.77 | 84.96 | |
| GATNE-Imode=inductive2019.05 | 92.04 | 91.95 | 84.38 | |
| MNE2019.05 | 91.37 | 91.65 | 84.32 | |
| MVE2019.05 | 72.62 | 73.47 | 67.04 | |
| ANRL2019.05 | 70.04 | 67.16 | 64.69 | |
| node2vec2019.05 | 69.9 | 73.04 | 63.12 | |
| PMNEvariant=n2019.05 | 69.48 | 72.66 | 62.88 | |
| DeepWalk2019.05 | 69.42 | 72.58 | 62.68 | |
| metapath2vec2019.05 | 69.35 | 72.61 | 62.7 | |
| PMNEvariant=c2019.05 | 67.04 | 70.23 | 60.84 | |
| PMNEvariant=r2019.05 | 62.91 | 67.85 | 56.13 | |
| LINE2019.05 | 62.29 | 60.88 | 58.18 |