Transductive Node Classification on Protein molecular structures ResType
78.9AccuracyGT + SchurPE
Evaluation results
| Method | Links | |
|---|---|---|
| GT + SchurPEModel=Graph-Transformer, Positional Encoding=SchurPE, Evaluation Setting=Transductive2026.06 | 78.9 | |
| GT + NoPEModel=Graph-Transformer, Positional Encoding=None, Evaluation Setting=Transductive2026.06 | 77.3 | |
| GT + LaplacePEModel=Graph-Transformer, Positional Encoding=LaplacePE, Evaluation Setting=Transductive2026.06 | 76.2 | |
| GCN + SchurPEModel=GCN, Positional Encoding=SchurPE, Evaluation Setting=Transductive2026.06 | 66.6 | |
| GCN + LaplacePEModel=GCN, Positional Encoding=LaplacePE, Evaluation Setting=Transductive2026.06 | 58.2 | |
| GCN + NoPEModel=GCN, Positional Encoding=None, Evaluation Setting=Transductive2026.06 | 52.4 |