Link Prediction on DBLP 20% edges (test)
90.1AUCEvent2vec
Evaluation results
| Method | Links | ||
|---|---|---|---|
| Event2vecsimilarity_metric=cosine similarity2019.01 | 90.1 | — | |
| HSRLBase algorithm=DeepWalk2019.02 | 84.7 | 6.3 | |
| HSRLBase algorithm=node2vec2019.02 | 84 | 19.9 | |
| DeepWalksimilarity_metric=cosine similarity2019.01 | 79.4 | — | |
| DeepWalk2019.02 | 79.4 | — | |
| node2vecsimilarity_metric=cosine similarity2019.01 | 70.9 | — | |
| LINEsimilarity_metric=cosine similarity2019.01 | 69.7 | — | |
| node2vec2019.02 | 67.3 | — | |
| HSRLBase algorithm=LINE2019.02 | 66.4 | 3.5 | |
| HARPBase algorithm=DeepWalk2019.02 | 65.9 | — | |
| HARPBase algorithm=node2vec2019.02 | 64.7 | — | |
| LINE2019.02 | 64.1 | — | |
| DHNEsimilarity_metric=cosine similarity2019.01 | 63.2 | — | |
| metapath2vecsimilarity_metric=cosine similarity2019.01 | 55.1 | — | |
| HARPBase algorithm=LINE2019.02 | 38.7 | — |