Link Prediction on ca-AstroPh
97.7ROC-AUC (%)node2vec
Evaluation Results
| Method | Links | ||
|---|---|---|---|
| node2vecdim=128, C=22017.10 | 97.7 | — | |
| node2vecdim=128, C=52017.10 | 97.5 | — | |
| node2vecdim=64, C=22017.10 | 97.4 | — | |
| node2vecdim=64, C=52017.10 | 96.9 | — | |
| DNGRdim=1282017.10 | 96.8 | — | |
| Asym Projdim=642017.10 | 95.7 | — | |
| Asym Projdim=1282017.10 | 95.7 | — | |
| DNGRdim=642017.10 | 93.9 | — | |
| SVDdim=1282017.10 | 92.4 | — | |
| SVDdim=642017.10 | 91.1 | — | |
| Eigen Mapsdim=1282017.10 | 82.9 | — | |
| Eigen Mapsdim=642017.10 | 82.4 | — | |
| Graph Attention Modeldim=642017.10 | — | 19.2 | |
| Graph Attention Modeldim=1282017.10 | — | 24 |