Table 4. Performance of the models summarized in Tab. 2 on the Astex Diverse Set scoring benchmark. We only report evaluation results from the original reference. RMSEs are expressed in pK units.
Model | Reference | Pearson’s r | RMSE |
---|---|---|---|
Pafnucy | Stepniewska-Dziubinska et al. (2018) | 0.57 | 1.37 |
DeepAtom | Li et al. (2019c) | 0.77 | 1.03 |
RosENet | Hassan-Harrirou et al. (2020) | 0.48 | 1.65 |