Link Prediction on DBLP
98.55AUCGLACE
Evaluation Results
| Method | Links | ||
|---|---|---|---|
| GLACEproximity=1st+2nd2019.12 | 98.55 | 98.4 | |
| GLACEproximity=1st2019.12 | 98.48 | 98.33 | |
| GLACEproximity=2nd2019.12 | 98.16 | 97.95 | |
| G2G2019.12 | 96.35 | 96.79 | |
| LACEproximity=1st+2nd2019.12 | 93.82 | 94.14 | |
| LACEproximity=2nd2019.12 | 93.3 | 93.37 | |
| LACEproximity=1st2019.12 | 91.91 | 92.68 | |
| GraphSAGE2019.12 | 89.63 | 90.12 | |
| node2vec2019.12 | 87.03 | 84.36 | |
| LINEembedding=concatenated2019.12 | 80.01 | 83.09 | |
| Attributes2019.12 | 75.89 | 69.56 | |
| NMF2026.05 | 65.05 | — | |
| T-GINEE2026.05 | 64.78 | — | |
| LSE2026.05 | 63.02 | — | |
| SVD2026.05 | 60.93 | — |