Node Classification (Paper) on DBLP (test)
100Micro F1HAN
Evaluation results
| Method | Links | ||
|---|---|---|---|
| HAN2019.12 | 100 | 100 | |
| HERec2019.12 | 99.93 | 99.93 | |
| HetSANNmode=vanilla2019.12 | 99.72 | 99.67 | |
| DeepWalk2019.12 | 99.41 | 99.3 | |
| HetSANN.M.Rmulti-task learning=true, voices-sharing product=true2019.12 | 99.11 | 98.95 | |
| HetSANN.Mmulti-task learning=true2019.12 | 99.08 | 98.89 | |
| HetSANN.M.R.Vmulti-task learning=true, voices-sharing product=true, cycle-consistency loss=true2019.12 | 98.69 | 98.43 | |
| GCN2019.12 | 91.31 | 89.87 | |
| GAT2019.12 | 89.14 | 87.51 | |
| R-GCN2019.12 | 81.92 | 79.37 | |
| metapath2vec2019.12 | 70.35 | 72.89 |