Transductive Node Classification on Protein molecular structures Contact
57.3AccuracyGT + SchurPE
Evaluation results
| Method | Links | |
|---|---|---|
| GT + SchurPEModel=Graph-Transformer, Positional Encoding=SchurPE, Evaluation Setting=Transductive2026.06 | 57.3 | |
| GT + LaplacePEModel=Graph-Transformer, Positional Encoding=LaplacePE, Evaluation Setting=Transductive2026.06 | 55.1 | |
| GCN + SchurPEModel=GCN, Positional Encoding=SchurPE, Evaluation Setting=Transductive2026.06 | 49.4 | |
| GCN + LaplacePEModel=GCN, Positional Encoding=LaplacePE, Evaluation Setting=Transductive2026.06 | 48 | |
| GCN + NoPEModel=GCN, Positional Encoding=None, Evaluation Setting=Transductive2026.06 | 47.1 | |
| GT + NoPEModel=Graph-Transformer, Positional Encoding=None, Evaluation Setting=Transductive2026.06 | 46.3 |