HOMO property prediction on QM9 (test)
0.119RMSEESA
Evaluation Results
| Method | Links | |
|---|---|---|
| ESAStrategy=Transductive2024.02 | 0.119 | |
| PNAStrategy=Transductive2024.02 | 0.121 | |
| GATStrategy=Transductive2024.02 | 0.123 | |
| GATV2Strategy=Transductive2024.02 | 0.124 | |
| GraphormerStrategy=Transductive2024.02 | 0.125 | |
| DropGINStrategy=Transductive2024.02 | 0.126 | |
| GATStrategy=Inductive2024.02 | 0.131 | |
| ESAStrategy=Inductive2024.02 | 0.131 | |
| PNAStrategy=Inductive2024.02 | 0.132 | |
| GATV2Strategy=Inductive2024.02 | 0.133 | |
| GraphormerStrategy=Inductive2024.02 | 0.134 | |
| DropGINStrategy=Inductive2024.02 | 0.136 | |
| TokenGTStrategy=Transductive2024.02 | 0.137 | |
| GraphGPSStrategy=Transductive2024.02 | 0.147 | |
| PNAStrategy=GW (no transfer learning)2024.02 | 0.151 | |
| GraphGPSStrategy=Inductive2024.02 | 0.151 | |
| ESAStrategy=GW (no transfer learning)2024.02 | 0.152 | |
| TokenGTStrategy=Inductive2024.02 | 0.156 | |
| GATV2Strategy=GW (no transfer learning)2024.02 | 0.157 | |
| GATStrategy=GW (no transfer learning)2024.02 | 0.159 | |
| DropGINStrategy=GW (no transfer learning)2024.02 | 0.162 | |
| GraphGPSStrategy=GW (no transfer learning)2024.02 | 0.162 | |
| GraphormerStrategy=GW (no transfer learning)2024.02 | 0.179 | |
| TokenGTStrategy=GW (no transfer learning)2024.02 | 0.2 |