Node Regression on Crocodile
0.309Normalized MAE LossFIT-GNN
Evaluation Results
| Method | Links | |
|---|---|---|
| FIT-GNNBackbone=SAGE, Reduction Ratio (r)=0.12024.10 | 0.309 | |
| FIT-GNNBackbone=SAGE, Reduction Ratio (r)=0.32024.10 | 0.315 | |
| FIT-GNNBackbone=SAGE, Reduction Ratio (r)=0.52024.10 | 0.317 | |
| FIT-GNNBackbone=SAGE, Reduction Ratio (r)=0.72024.10 | 0.323 | |
| FIT-GNNBackbone=GCN, Reduction Ratio (r)=0.12024.10 | 0.364 | |
| FIT-GNNBackbone=GCN, Reduction Ratio (r)=0.72024.10 | 0.368 | |
| FIT-GNNBackbone=GCN, Reduction Ratio (r)=0.32024.10 | 0.369 | |
| FIT-GNNBackbone=GCN, Reduction Ratio (r)=0.52024.10 | 0.371 | |
| FIT-GNNBackbone=GAT, Reduction Ratio (r)=0.32024.10 | 0.383 | |
| FIT-GNNBackbone=GAT, Reduction Ratio (r)=0.52024.10 | 0.386 | |
| FIT-GNNBackbone=GAT, Reduction Ratio (r)=0.12024.10 | 0.395 | |
| FIT-GNNBackbone=GAT, Reduction Ratio (r)=0.72024.10 | 0.395 | |
| FIT-GNNBackbone=GIN, Reduction Ratio (r)=0.32024.10 | 0.697 | |
| FIT-GNNBackbone=GIN, Reduction Ratio (r)=0.12024.10 | 0.722 | |
| FIT-GNNBackbone=GIN, Reduction Ratio (r)=0.52024.10 | 0.73 | |
| FIT-GNNBackbone=GIN, Reduction Ratio (r)=0.72024.10 | 0.779 | |
| GATSetup=Full, Reduction Ratio (r)=1.02024.10 | 0.85 | |
| SAGESetup=Full, Reduction Ratio (r)=1.02024.10 | 0.85 | |
| GINSetup=Full, Reduction Ratio (r)=1.02024.10 | 0.852 | |
| GCNSetup=Full, Reduction Ratio (r)=1.02024.10 | 0.854 |