Graph Classification on IMDb-M 80/20 (test)
56.4AccuracyTREE-G
Evaluation results
| Method | Links | ||
|---|---|---|---|
| TREE-G2022.07 | 56.4 | 0.9 | |
| TREE-Gactive subset distance (a)=02022.07 | 52.7 | 1.5 | |
| TREE-Gpropagation depth (d)=0, active subset distance (a)=02022.07 | 52.3 | 1.5 | |
| WL2022.07 | 50.9 | 3.8 | |
| GCN2022.07 | 50 | 3 | |
| GIN2022.07 | 48.8 | 5 | |
| GraphSAGE2022.07 | 47.8 | 1.9 | |
| GATv22022.07 | 47.6 | 0.5 | |
| GAT2022.07 | 47 | 1.9 | |
| BGNN2022.07 | 46.2 | 2.3 | |
| RW2022.07 | 45.1 | 0.9 | |
| XGraphBoost2022.07 | 41.5 | 0.9 |