HOMO Prediction on QM9
0.119HOMO RMSEESA
Evaluation Results
| Method | Links | |
|---|---|---|
| ESALearning Strategy=Transductive2024.02 | 0.119 | |
| PNALearning Strategy=Transductive2024.02 | 0.121 | |
| GATLearning Strategy=Transductive2024.02 | 0.123 | |
| GATv2Learning Strategy=Transductive2024.02 | 0.124 | |
| GINLearning Strategy=Transductive2024.02 | 0.125 | |
| GraphormerLearning Strategy=Transductive2024.02 | 0.125 | |
| DropGINLearning Strategy=Transductive2024.02 | 0.126 | |
| GATLearning Strategy=Inductive2024.02 | 0.131 | |
| ESALearning Strategy=Inductive2024.02 | 0.131 | |
| GCNLearning Strategy=Transductive2024.02 | 0.131 | |
| PNALearning Strategy=Inductive2024.02 | 0.132 | |
| GATv2Learning Strategy=Inductive2024.02 | 0.133 | |
| GraphormerLearning Strategy=Inductive2024.02 | 0.134 | |
| DropGINLearning Strategy=Inductive2024.02 | 0.136 | |
| TokenGTLearning Strategy=Transductive2024.02 | 0.137 | |
| GINLearning Strategy=Inductive2024.02 | 0.138 | |
| GCNLearning Strategy=Inductive2024.02 | 0.143 | |
| GPSLearning Strategy=Transductive2024.02 | 0.147 | |
| PNALearning Strategy=GW (No Transfer)2024.02 | 0.151 | |
| GPSLearning Strategy=Inductive2024.02 | 0.151 | |
| ESALearning Strategy=GW (No Transfer)2024.02 | 0.152 | |
| TokenGTLearning Strategy=Inductive2024.02 | 0.156 | |
| GATv2Learning Strategy=GW (No Transfer)2024.02 | 0.157 | |
| GATLearning Strategy=GW (No Transfer)2024.02 | 0.159 | |
| DropGINLearning Strategy=GW (No Transfer)2024.02 | 0.162 | |
| GPSLearning Strategy=GW (No Transfer)2024.02 | 0.162 | |
| GCNLearning Strategy=GW (No Transfer)2024.02 | 0.174 | |
| GraphormerLearning Strategy=GW (No Transfer)2024.02 | 0.179 | |
| GINLearning Strategy=GW (No Transfer)2024.02 | 0.182 | |
| TokenGTLearning Strategy=GW (No Transfer)2024.02 | 0.2 |