Node Classification on PubMed rho=100 (test)
77.11Balanced AccuracyUNREAL
Evaluation Results
| Method | Links | ||
|---|---|---|---|
| UNREALBackbone=SAGE, Imbalance Ratio (rho)=1002023.03 | 77.11 | 74.03 | |
| BIMBackbone=SAGE, Imbalance Ratio (rho)=1002023.03 | 74.38 | 73.24 | |
| GSRBackbone=SAGE, Imbalance Ratio (rho)=1002023.03 | 74.09 | 72.97 | |
| GE(w TAM)Backbone=SAGE, Imbalance Ratio (rho)=1002023.03 | 73.58 | 72.44 | |
| PSBackbone=SAGE, Imbalance Ratio (rho)=1002023.03 | 72.62 | 70.95 | |
| BS(w TAM)Backbone=SAGE, Imbalance Ratio (rho)=1002023.03 | 72.59 | 72.22 | |
| BSBackbone=SAGE, Imbalance Ratio (rho)=1002023.03 | 70.68 | 69.15 | |
| RN(w TAM)Backbone=SAGE, Imbalance Ratio (rho)=1002023.03 | 69.95 | 65.99 | |
| GEBackbone=SAGE, Imbalance Ratio (rho)=1002023.03 | 69.71 | 63.47 | |
| RNBackbone=SAGE, Imbalance Ratio (rho)=1002023.03 | 67.11 | 61.09 | |
| RWBackbone=SAGE, Imbalance Ratio (rho)=1002023.03 | 63.33 | 55.11 | |
| VanillaBackbone=SAGE, Imbalance Ratio (rho)=1002023.03 | 62.29 | 47.02 |