Semi-supervised Node Classification on Citeseer
77.56AccuracyLPSL_APPNP
Evaluation Results
| Method | Links | |
|---|---|---|
| LPSL_APPNPLabel Rate=60%2023.05 | 77.56 | |
| APPNPLabel Rate=60%2023.05 | 77.42 | |
| LPSL_GCNLabel Rate=60%2023.05 | 77.18 | |
| GCNLabel Rate=60%2023.05 | 76.88 | |
| SRGNNLabel Rate=60%2023.05 | 74.57 | |
| GRADELabel Rate=60%2023.05 | 74 | |
| GTCNhop=102022.04 | 72.9 | |
| DAGNNhop=102022.04 | 72.6 | |
| GTANhop=102022.04 | 72.3 | |
| GCNhop=22022.04 | 71.6 | |
| APPNPhop=102022.04 | 71.6 | |
| LPSL_APPNPLabel Rate=202023.05 | 71.25 | |
| GAThop=22022.04 | 71.1 | |
| APPNPLabel Rate=202023.05 | 70.85 | |
| LPSL_GCNLabel Rate=202023.05 | 70.73 | |
| GCNLabel Rate=202023.05 | 69.6 | |
| SRGNNLabel Rate=202023.05 | 69.13 | |
| LPSL_APPNPLabel Rate=102023.05 | 68.76 | |
| Tree-LSTMhop=22022.04 | 68.6 | |
| SRGNNLabel Rate=102023.05 | 67.83 | |
| LPSL_GCNLabel Rate=102023.05 | 67.73 | |
| APPNPLabel Rate=102023.05 | 67.57 | |
| GRADELabel Rate=202023.05 | 67.5 | |
| GCNLabel Rate=102023.05 | 66.28 | |
| LPSL_APPNPLabel Rate=52023.05 | 65.7 | |
| LPSL_GCNLabel Rate=52023.05 | 65.65 | |
| SRGNNLabel Rate=52023.05 | 64.84 | |
| GRADELabel Rate=102023.05 | 64.2 | |
| APPNPLabel Rate=52023.05 | 63.92 | |
| GRADELabel Rate=52023.05 | 63.03 | |
| GCNLabel Rate=52023.05 | 61.27 |