Baseline numbers in high dimensions (Table 5) are taken from the original papers, while baseline numbers in the low-dimensional setting (Table 2) are computed using open-source implementations of each model.
we run hyper-parameter searches over the same parameters as the ones in the original papers to compute baseline numbers in the lowdimensional setting.