Regression on QM7 Low resolution
15.8MAESpectralres
Evaluation Results
| Method | Links | |
|---|---|---|
| SpectralresTraining Resolution=Low, Inference Resolution=Low2026.05 | 15.8 | |
| SpectralexpTraining Resolution=High, Inference Resolution=Low2026.05 | 15.9 | |
| SpectralexpTraining Resolution=Low, Inference Resolution=Low2026.05 | 16 | |
| SpectralresTraining Resolution=High, Inference Resolution=Low2026.05 | 17.2 | |
| MPNNexpTraining Resolution=High, Inference Resolution=Low2026.05 | 17.4 | |
| MPNNresTraining Resolution=Low, Inference Resolution=Low2026.05 | 17.6 | |
| MPNNexpTraining Resolution=Low, Inference Resolution=Low2026.05 | 17.9 | |
| MPNNresTraining Resolution=High, Inference Resolution=Low2026.05 | 18 | |
| GINTraining Resolution=Low, Inference Resolution=Low2026.05 | 38.3 | |
| GATv2Training Resolution=Low, Inference Resolution=Low2026.05 | 59.7 | |
| GCNTraining Resolution=Low, Inference Resolution=Low2026.05 | 63.6 | |
| UFGNetTraining Resolution=Low, Inference Resolution=Low2026.05 | 69.4 | |
| ChebNetTraining Resolution=Low, Inference Resolution=Low2026.05 | 71.5 | |
| SAG-MTraining Resolution=Low, Inference Resolution=Low2026.05 | 77.8 | |
| LanczosTraining Resolution=Low, Inference Resolution=Low2026.05 | 88.2 | |
| SAGTraining Resolution=Low, Inference Resolution=Low2026.05 | 107.9 | |
| UFGNetTraining Resolution=High, Inference Resolution=Low2026.05 | 131.5 | |
| GCNTraining Resolution=High, Inference Resolution=Low2026.05 | 136.7 | |
| SAG-MTraining Resolution=High, Inference Resolution=Low2026.05 | 194.4 | |
| GATv2Training Resolution=High, Inference Resolution=Low2026.05 | 423.5 | |
| ChebNetTraining Resolution=High, Inference Resolution=Low2026.05 | 447.8 | |
| SAGTraining Resolution=High, Inference Resolution=Low2026.05 | 589.7 | |
| GINTraining Resolution=High, Inference Resolution=Low2026.05 | 658.4 | |
| LanczosTraining Resolution=High, Inference Resolution=Low2026.05 | 938.4 |