Graph Classification on MalNet-Tiny (test)
94.4AccuracyESA
Evaluation results
| Method | Links | |
|---|---|---|
| ESA2024.02 | 94.4 | |
| WIREModel Architecture=Performer, Complexity=O(N)2025.09 | 93.46 | |
| TransformerComplexity=O(N^2), Positional Encoding=Baseline2025.09 | 93.36 | |
| PNA2024.02 | 93.1 | |
| PerformerComplexity=O(N), Positional Encoding=Baseline2025.09 | 92.81 | |
| GIN2024.02 | 92.2 | |
| DropGIN2024.02 | 92.1 | |
| GATv22024.02 | 92.1 | |
| GAT2024.02 | 91.8 | |
| GCN2024.02 | 91.6 | |
| GPS2024.02 | 83.5 | |
| TokenGT2024.02 | 82 |