OOD Graph Classification on Two-Piece Graph {0.8, 0.6}
0.8473AccuracyOracle
Evaluation Results
| Method | Links | |
|---|---|---|
| OracleBackbone=GIN [75], GNN Architecture=Interpretable GNN [55]2023.10 | 0.8473 | |
| GALABackbone=GIN [75], GNN Architecture=Interpretable GNN [55]2023.10 | 0.8427 | |
| CIGABackbone=GIN [75], GNN Architecture=Interpretable GNN [55]2023.10 | 0.8403 | |
| XGNNBackbone=GIN [75], GNN Architecture=Interpretable GNN [55]2023.10 | 0.8384 | |
| GILBackbone=GIN [75], GNN Architecture=Interpretable GNN [55]2023.10 | 0.8351 | |
| GREABackbone=GIN [75], GNN Architecture=Interpretable GNN [55]2023.10 | 0.8286 | |
| GSATBackbone=GIN [75], GNN Architecture=Interpretable GNN [55]2023.10 | 0.8054 | |
| IRMBackbone=GIN [75], GNN Architecture=Interpretable GNN [55]2023.10 | 0.7832 | |
| IB-IRMBackbone=GIN [75], GNN Architecture=Interpretable GNN [55]2023.10 | 0.78 | |
| V-RexBackbone=GIN [75], GNN Architecture=Interpretable GNN [55]2023.10 | 0.7769 | |
| ERMBackbone=GIN [75], GNN Architecture=Interpretable GNN [55]2023.10 | 0.7733 | |
| EIILBackbone=GIN [75], GNN Architecture=Interpretable GNN [55]2023.10 | 0.7698 | |
| CALBackbone=GIN [75], GNN Architecture=Interpretable GNN [55]2023.10 | 0.7698 | |
| DisCBackbone=GIN [75], GNN Architecture=Interpretable GNN [55]2023.10 | 0.6047 | |
| MoleOODBackbone=GIN [75], GNN Architecture=Interpretable GNN [55]2023.10 | 0.4993 |