Node Regression on Squirrel
0.589Normalized MAE LossFIT-GNN
Evaluation Results
| Method | Links | |
|---|---|---|
| FIT-GNNBackbone=SAGE, Reduction Ratio (r)=0.12024.10 | 0.589 | |
| FIT-GNNBackbone=SAGE, Reduction Ratio (r)=0.32024.10 | 0.602 | |
| FIT-GNNBackbone=SAGE, Reduction Ratio (r)=0.52024.10 | 0.618 | |
| FIT-GNNBackbone=SAGE, Reduction Ratio (r)=0.72024.10 | 0.621 | |
| FIT-GNNBackbone=GCN, Reduction Ratio (r)=0.12024.10 | 0.663 | |
| FIT-GNNBackbone=GCN, Reduction Ratio (r)=0.32024.10 | 0.682 | |
| FIT-GNNBackbone=GCN, Reduction Ratio (r)=0.72024.10 | 0.696 | |
| FIT-GNNBackbone=GCN, Reduction Ratio (r)=0.52024.10 | 0.722 | |
| FIT-GNNBackbone=GAT, Reduction Ratio (r)=0.32024.10 | 0.724 | |
| FIT-GNNBackbone=GAT, Reduction Ratio (r)=0.52024.10 | 0.728 | |
| FIT-GNNBackbone=GAT, Reduction Ratio (r)=0.12024.10 | 0.734 | |
| FIT-GNNBackbone=GAT, Reduction Ratio (r)=0.72024.10 | 0.746 | |
| FIT-GNNBackbone=GIN, Reduction Ratio (r)=0.52024.10 | 0.786 | |
| FIT-GNNBackbone=GIN, Reduction Ratio (r)=0.72024.10 | 0.791 | |
| FIT-GNNBackbone=GIN, Reduction Ratio (r)=0.12024.10 | 0.795 | |
| GINSetup=Full, Reduction Ratio (r)=1.02024.10 | 0.796 | |
| FIT-GNNBackbone=GIN, Reduction Ratio (r)=0.32024.10 | 0.796 | |
| GCNSetup=Full, Reduction Ratio (r)=1.02024.10 | 0.802 | |
| SAGESetup=Full, Reduction Ratio (r)=1.02024.10 | 0.804 | |
| GATSetup=Full, Reduction Ratio (r)=1.02024.10 | 0.805 |