Molecular Property Prediction on QM9 110k (test)
36.7MAE (EHOMO) [meV]SchNet with Edge Update Network
Evaluation Results
| Method | Links | ||||||||||||
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| SchNet with Edge Update NetworkTraining examples=110k, Evaluation statistic=Mean2018.06 | 36.7 | 30.8 | 58 | 1.49 | 0.029 | 0.077 | 0.072 | 10.5 | 10.6 | 11.3 | 12.2 | 0.032 | |
| SchNet with Edge Update NetworkTraining examples=110k, Evaluation statistic=95th percentile sampling2018.06 | 37.3 | 31.3 | 58.9 | 1.52 | 0.029 | 0.082 | 0.075 | 11.1 | 11.2 | 11.9 | 12.7 | 0.033 | |
| SchNetTraining examples=110k2018.06 | 41 | 34 | 63 | 1.7 | 0.033 | 0.235 | 0.073 | 14 | 19 | 14 | 14 | 0.033 | |
| enn-s2sTraining examples=110k2018.06 | 43 | 37 | 69 | 1.5 | 0.03 | 0.092 | 0.18 | 19 | 19 | 17 | 19 | 0.04 |