Graph Classification on PATTERN
87.196AccuracyGRIT
Evaluation results
| Method | Links | |
|---|---|---|
| GRIT2024.02 | 87.196 | |
| GNN-AK+backbone=GCN2021.10 | 86.887 | |
| GNN-AK+backbone=GIN2021.10 | 86.85 | |
| GIN-AK+2024.02 | 86.85 | |
| K-Subgraph SAT2024.02 | 86.848 | |
| EGT2024.02 | 86.821 | |
| GNN-AK+backbone=GIN, Sampling=SubgraphDrop2021.10 | 86.811 | |
| GNN-AK+backbone=GCN, Sampling=SubgraphDrop2021.10 | 86.805 | |
| GNN-AKbackbone=GIN2021.10 | 86.803 | |
| QUESTAttention=QUEST2026.03 | 86.76 | |
| GPS2024.02 | 86.685 | |
| StandardAttention=Standard2026.03 | 86.685 | |
| DGN2024.02 | 86.68 | |
| TIGT2024.02 | 86.68 | |
| GNN-AK+backbone=PNA*, Sampling=SubgraphDrop2021.10 | 86.676 | |
| SAN2024.02 | 86.581 | |
| DGN2021.10 | 86.567 | |
| Cy2C-GNNs2024.02 | 86.048 | |
| GIN2021.10 | 85.732 | |
| GCN2021.10 | 85.602 | |
| GatedGCN2024.02 | 85.568 | |
| PNA2021.10 | 85.567 | |
| PNA*2021.10 | 85.441 | |
| GIN2024.02 | 85.387 | |
| GatedGCN2021.10 | 84.48 | |
| GAT2024.02 | 78.271 | |
| GCN2024.02 | 71.892 |