Graph Classification on MolHIV (test)
0.8163AUCSTGT
Evaluation Results
| Method | Links | |
|---|---|---|
| STGT2026.02 | 0.8163 | |
| GRPE-Standard#Param=46.2M, Pre-trained=true2023.05 | 0.8139 | |
| GPTrans-B#Param=45.7M, Pre-trained=true2023.05 | 0.8126 | |
| EGT-Larger#Param=110.8M, Pre-trained=true2023.05 | 0.806 | |
| EGTPre-trained=true2026.02 | 0.806 | |
| Graphormer-B#Param=47.0M, Pre-trained=true2023.05 | 0.8051 | |
| GraphormerPre-trained=true2026.02 | 0.8051 | |
| GNNPlus2026.02 | 0.804 | |
| Subgraphormer2026.02 | 0.8038 | |
| Graph ViT2026.02 | 0.7997 | |
| DGN#Param=110K, Pre-trained=false2023.05 | 0.797 | |
| DeeperGCN-FLAG#Param=532K, Pre-trained=false2023.05 | 0.7942 | |
| PHC-GNN#Param=114K, Pre-trained=false2023.05 | 0.7934 | |
| PNA#Param=326K, Pre-trained=false2023.05 | 0.7905 | |
| Specformer2026.02 | 0.7889 | |
| GraphGPS2026.02 | 0.788 | |
| GRIT2026.02 | 0.7835 | |
| SAN2026.02 | 0.7785 | |
| GIN-VN#Param=3.3M, Pre-trained=false2023.05 | 0.778 |