Node Classification on Cora rho=100 (test)
73.47Balanced AccuracyUNREAL
Evaluation Results
| Method | Links | ||
|---|---|---|---|
| UNREALBackbone=SAGE, Imbalance Ratio (rho)=1002023.03 | 73.47 | 68.3 | |
| BIMBackbone=SAGE, Imbalance Ratio (rho)=1002023.03 | 67.75 | 64.68 | |
| BS(w TAM)Backbone=SAGE, Imbalance Ratio (rho)=1002023.03 | 66.58 | 64.56 | |
| GSRBackbone=SAGE, Imbalance Ratio (rho)=1002023.03 | 66.45 | 64.42 | |
| GE(w TAM)Backbone=SAGE, Imbalance Ratio (rho)=1002023.03 | 65.95 | 63.88 | |
| PSBackbone=SAGE, Imbalance Ratio (rho)=1002023.03 | 64.01 | 60.74 | |
| BSBackbone=SAGE, Imbalance Ratio (rho)=1002023.03 | 63.43 | 62.3 | |
| GEBackbone=SAGE, Imbalance Ratio (rho)=1002023.03 | 63.09 | 61.2 | |
| RNBackbone=SAGE, Imbalance Ratio (rho)=1002023.03 | 62.42 | 60.08 | |
| RN(w TAM)Backbone=SAGE, Imbalance Ratio (rho)=1002023.03 | 62.06 | 60.72 | |
| RWBackbone=SAGE, Imbalance Ratio (rho)=1002023.03 | 59.42 | 55.26 | |
| VanillaBackbone=SAGE, Imbalance Ratio (rho)=1002023.03 | 52.65 | 43.79 |