Graph Classification on MolHIV v1 (test)
0.8139AUCGRPE-Standard
Evaluation results
| Method | Links | |
|---|---|---|
| GRPE-Standard#Params=46.2M, Fine-tuning=true2022.01 | 0.8139 | |
| CIN2022.12 | 0.8094 | |
| EGT-Large#Params=110.8M, Fine-tuning=true2022.01 | 0.806 | |
| Graphormer-FLAG#Params=47.0M, Fine-tuning=true2022.01 | 0.8051 | |
| SUN2022.12 | 0.8003 | |
| Graph MLP-Mixer2022.12 | 0.7997 | |
| DGN#Params=114k, Fine-tuning=false2022.01 | 0.797 | |
| GNN-AK+2022.12 | 0.7961 | |
| DeeperGCN-FLAG#Params=532k, Fine-tuning=false2022.01 | 0.7942 | |
| PHC-GNN#Params=111k, Fine-tuning=false2022.01 | 0.7934 | |
| PNA#Params=326k, Fine-tuning=false2022.01 | 0.7905 | |
| GCN-GraphNorm#Params=526k, Fine-tuning=false2022.01 | 0.7883 | |
| GPS2022.12 | 0.788 | |
| Graph ViT2022.12 | 0.7792 | |
| GIN#Params=3.3M, Fine-tuning=true2022.01 | 0.778 | |
| SAN+LapPE2022.12 | 0.7775 |