Node Classification on PATTERN
86.87AccuracyOGE-Aug
Evaluation results
| Method | Links | |
|---|---|---|
| OGE-Aug2024.10 | 86.87 | |
| GIN-AK+2023.03 | 86.85 | |
| K-Subgraph SAT2023.03 | 86.85 | |
| K-Subgraph SAT2024.10 | 86.85 | |
| EGT2023.03 | 86.82 | |
| EXPHORMER2023.03 | 86.74 | |
| Exphormer2024.10 | 86.74 | |
| GraphGPS2023.03 | 86.69 | |
| GraphGPS2024.10 | 86.69 | |
| DGN2023.03 | 86.68 | |
| SAN2023.03 | 86.58 | |
| SAN2024.10 | 86.58 | |
| LRGA + GATParameter Budget=533K2020.06 | 85.82 | |
| LRGA + GatedGCNParameter Budget=486K2020.06 | 85.81 | |
| GatedGCN2023.03 | 85.57 | |
| GatedGCN2024.10 | 85.57 | |
| GatedGCNParameter Budget=502K2020.06 | 85.56 | |
| GIN2023.03 | 85.39 | |
| GIN2024.10 | 85.39 | |
| Performer + GRF++Graph Features=GRF++2025.10 | 85.39 | |
| Performer + GRFGraph Features=GRF2025.10 | 85.2 | |
| LRGA + GatedGCNParameter Budget=93K2020.06 | 85.09 | |
| Performer2025.10 | 84.91 | |
| LRGA + GCNParameter Budget=400K2020.06 | 84.55 | |
| GatedGCNParameter Budget=104K2020.06 | 84.48 | |
| LRGA + GCNParameter Budget=90K2020.06 | 83.09 | |
| LRGA + GATParameter Budget=90K2020.06 | 82.54 | |
| GATParameter Budget=526K2020.06 | 78.27 | |
| GAT2023.03 | 78.27 | |
| GAT2024.10 | 78.27 | |
| GATParameter Budget=109K2020.06 | 75.82 | |
| GCNParameter Budget=500K2020.06 | 71.89 | |
| GCN2023.03 | 71.89 | |
| GCN2024.10 | 71.89 | |
| GCNParameter Budget=100K2020.06 | 63.88 |