Table 1. Test Set Energy within Threshold (EwT, %) for Models Trained on all of tmQM_wB97MVa.
energy
within threshold (EwT, %) |
||||
---|---|---|---|---|
training % | SchNet | PaiNN | SpinConv | GemNet-T |
20 | 3.2 | 3.7 | 5.1 | 5.6 |
40 | 4.0 | 7.3 | 7.1 | 8.9 |
60 | 4.0 | 10.2 | 8.8 | 11.9 |
80 | 4.9 | 12.6 | 8.6 | 11.6 |
EwT improves with more training data, and GemNet-T is generally the best-performing model.