Node Classification on Flickr (inductive)
54.6Micro F1SAGN+2-SLE
Evaluation results
| Method | Links | ||
|---|---|---|---|
| SAGN+2-SLESLE stages=22021.04 | 54.6 | — | |
| SAGN+1-SLESLE stages=12021.04 | 54.3 | — | |
| SIGN2021.04 | 51.4 | — | |
| SAGNSLE stages=02021.04 | 51.4 | — | |
| GraphSaint2021.04 | 51.1 | — | |
| FastGCN2021.04 | 50.4 | — | |
| AS-GCN2021.04 | 50.4 | — | |
| SGC2021.04 | 50.2 | — | |
| GraphSAGE2021.04 | 50.1 | — | |
| GCN2021.04 | 49.2 | — | |
| Stochastic-GCN2021.04 | 48.2 | — | |
| ClusterGCN2021.04 | 48.1 | — | |
| Cluster-GCN2022.06 | — | 48.1 | |
| GAMLP(JK)Attention Mechanism=JK2022.06 | — | 54.12 | |
| GAMLP(R)Attention Mechanism=R2022.06 | — | 53.12 | |
| GraphSAGE2022.06 | — | 50.1 | |
| GraphSAINT2022.06 | — | 51.1 | |
| SGC2022.06 | — | 50.2 |