Maximum GPU Memory Consumption on Pubmed (node-level task)
0.542Max GPU Memory (MB)FIT-GNN
Evaluation Results
| Method | Links | |
|---|---|---|
| FIT-GNNAppending Nodes=Cluster Node, r=0.32024.10 | 0.542 | |
| FIT-GNNAppending Nodes=Cluster Node, r=0.52024.10 | 0.544 | |
| FIT-GNNAppending Nodes=Cluster Node, r=0.72024.10 | 0.546 | |
| FIT-GNNAppending Nodes=Extra Node, r=0.32024.10 | 0.562 | |
| FIT-GNNAppending Nodes=Extra Node, r=0.52024.10 | 0.562 | |
| FIT-GNNAppending Nodes=Extra Node, r=0.72024.10 | 0.562 | |
| FIT-GNNAppending Nodes=Cluster Node, r=0.12024.10 | 0.584 | |
| FIT-GNNAppending Nodes=Extra Node, r=0.12024.10 | 0.778 | |
| Baseline2024.10 | 39.166 |