Node Classification on CiteSeer rho=100 (test)
59.77Balanced AccuracyUNREAL
Evaluation results
| Method | Links | ||
|---|---|---|---|
| UNREALBackbone=SAGE, Imbalance Ratio (rho)=1002023.03 | 59.77 | 58.92 | |
| BIMBackbone=SAGE, Imbalance Ratio (rho)=1002023.03 | 53.83 | 53.29 | |
| GSRBackbone=SAGE, Imbalance Ratio (rho)=1002023.03 | 53.52 | 53.01 | |
| BS(w TAM)Backbone=SAGE, Imbalance Ratio (rho)=1002023.03 | 53.33 | 50.15 | |
| GE(w TAM)Backbone=SAGE, Imbalance Ratio (rho)=1002023.03 | 51.03 | 50.49 | |
| BSBackbone=SAGE, Imbalance Ratio (rho)=1002023.03 | 49.33 | 44.58 | |
| PSBackbone=SAGE, Imbalance Ratio (rho)=1002023.03 | 44.74 | 37.61 | |
| RN(w TAM)Backbone=SAGE, Imbalance Ratio (rho)=1002023.03 | 42.08 | 33.19 | |
| GEBackbone=SAGE, Imbalance Ratio (rho)=1002023.03 | 42.03 | 36.71 | |
| RNBackbone=SAGE, Imbalance Ratio (rho)=1002023.03 | 39.61 | 30.13 | |
| VanillaBackbone=SAGE, Imbalance Ratio (rho)=1002023.03 | 36.63 | 24.12 | |
| RWBackbone=SAGE, Imbalance Ratio (rho)=1002023.03 | 36.24 | 27.07 |