Link Prediction on ca-HepTh
0.92ROC-AUCnode2vec
Evaluation results
| Method | Links | ||
|---|---|---|---|
| node2vecdim=128, C=52017.10 | 0.92 | — | |
| node2vecdim=64, C=52017.10 | 0.918 | — | |
| node2vecdim=64, C=22017.10 | 0.906 | — | |
| Asym Projdim=642017.10 | 0.903 | — | |
| Asym Projdim=1282017.10 | 0.903 | — | |
| node2vecdim=128, C=22017.10 | 0.901 | — | |
| DNGRdim=1282017.10 | 0.897 | — | |
| DNGRdim=642017.10 | 0.868 | — | |
| Eigen Mapsdim=1282017.10 | 0.812 | — | |
| Eigen Mapsdim=642017.10 | 0.802 | — | |
| SVDdim=642017.10 | 0.793 | — | |
| SVDdim=1282017.10 | 0.78 | — | |
| Graph Attention Modeldim=642017.10 | — | 22 | |
| Graph Attention Modeldim=1282017.10 | — | 23.8 |