Link Prediction on Yelp 20% edges (test)
90.1AUCHSRL
Evaluation results
| Method | Links | ||
|---|---|---|---|
| HSRLBase algorithm=DeepWalk2019.02 | 90.1 | 6.5 | |
| HSRLBase algorithm=node2vec2019.02 | 89.2 | 16.8 | |
| Event2vecsimilarity_metric=cosine similarity2019.01 | 86.2 | — | |
| DeepWalk2019.02 | 84.2 | — | |
| DeepWalksimilarity_metric=cosine similarity2019.01 | 84.1 | — | |
| HSRLBase algorithm=LINE2019.02 | 79.9 | 5.9 | |
| node2vecsimilarity_metric=cosine similarity2019.01 | 78.3 | — | |
| LINE2019.02 | 75.2 | — | |
| HARPBase algorithm=DeepWalk2019.02 | 74.3 | — | |
| node2vec2019.02 | 74.2 | — | |
| HARPBase algorithm=node2vec2019.02 | 70.8 | — | |
| metapath2vecsimilarity_metric=cosine similarity2019.01 | 61.6 | — | |
| DHNEsimilarity_metric=cosine similarity2019.01 | 54.6 | — | |
| LINEsimilarity_metric=cosine similarity2019.01 | 53.1 | — | |
| HARPBase algorithm=LINE2019.02 | 30.6 | — |