Node Classification on PUBMED inductive setting (test)
85.84AccuracyNFGNN
Evaluation results
| Method | Links | |
|---|---|---|
| NFGNNtest subset=observed2022.12 | 85.84 | |
| BernNettest subset=observed2022.12 | 85.26 | |
| GPRGNNtest subset=observed2022.12 | 85.14 | |
| APPNPtest subset=observed2022.12 | 83.97 | |
| NFGNNtest subset=unobserved2022.12 | 82.9 | |
| GPRGNNtest subset=unobserved2022.12 | 82.67 | |
| APPNPtest subset=unobserved2022.12 | 81.5 | |
| BernNettest subset=unobserved2022.12 | 81.25 | |
| EP-BTraining Supervision=Unsupervised2019.11 | 79.94 | |
| Caps2NETraining Supervision=Unsupervised2019.11 | 78.98 | |
| PlanetoidTraining Supervision=Supervised2019.11 | 75.73 | |
| DeepWalk+BoWTraining Supervision=Unsupervised2019.11 | 74.87 | |
| GCNTraining Supervision=Supervised2019.11 | 73.47 | |
| GATTraining Supervision=Supervised2019.11 | 71.29 |