Multi-label Graph Classification on PEPTIDES-FUNC Long-Range Graph Benchmark (test)
70.74APCRAWL
Evaluation Results
| Method | Links | |
|---|---|---|
| CRAWLl (number of walks)=100, window size s=162021.02 | 70.74 | |
| SAN2021.02 | 64.39 | |
| SANPositional Encoding=RWSE2023.09 | 64.39 | |
| SANPositional Encoding=LapPE2023.09 | 63.84 | |
| TRANSFORMER2021.02 | 63.26 | |
| TransformerPositional Encoding=LapPE2023.09 | 63.26 | |
| GATEDGCN2021.02 | 60.69 | |
| GatedGCNPositional Encoding=RWSE2023.09 | 60.69 | |
| 2-DRFWL(2) GNN2023.09 | 59.53 | |
| GCN2021.02 | 59.3 | |
| GCN2023.09 | 59.3 | |
| GatedGCN2023.09 | 58.64 | |
| GCNII2023.09 | 55.43 | |
| GINE2021.02 | 54.98 | |
| GINE2023.09 | 54.98 |