Table 4. Quantum Property Prediction with QM8 Data Seta.
network | Valid MAE | Test MAE |
---|---|---|
spatial PotentialNet, staged | 0.0120 | 0.0118 (0.0003) |
spatial PotentialNet, SingleUpdate | 0.0133 | 0.0131 (0.0001) |
MPNN | 0.0142 | 0.0139 (0.0007) |
DTNN | 0.0168 | 0.0163 (0.0010) |
Error bars are recorded as standard deviation of the test metric over three random initializations of the best model as determined by average validation set score.