Maximum GPU Memory Consumption on DBLP (node-level task)
1.761Max GPU Memory (MB)FIT-GNN
Evaluation Results
| Method | Links | |
|---|---|---|
| FIT-GNNAppending Nodes=Cluster Node, r=0.52024.10 | 1.761 | |
| FIT-GNNAppending Nodes=Cluster Node, r=0.72024.10 | 1.875 | |
| FIT-GNNAppending Nodes=Extra Node, r=0.72024.10 | 2.207 | |
| FIT-GNNAppending Nodes=Extra Node, r=0.52024.10 | 2.308 | |
| FIT-GNNAppending Nodes=Cluster Node, r=0.32024.10 | 2.803 | |
| FIT-GNNAppending Nodes=Cluster Node, r=0.12024.10 | 5.785 | |
| FIT-GNNAppending Nodes=Extra Node, r=0.32024.10 | 6.008 | |
| FIT-GNNAppending Nodes=Extra Node, r=0.12024.10 | 28.271 | |
| Baseline2024.10 | 112.514 |