Table 1.
Summary of the RMSE for the 16 excitations and the RSE for spectra for the 6k and the 132k datasets. The results are averages over 5 runs, except for the spectra predictions of 132k dataset which were averaged over 3 runs. The resulting statistical error is at most ±0.003 and has therefore been omitted from this table
Datasets → | 6k | 132k | ||
---|---|---|---|---|
Model ↓ | Levels [eV] | Spectra | Levels [eV] | Spectra |
MLP | 0.317 | NA | NA | NA |
CNN | 0.304 | 0.057 | 0.231 | 0.039 |
DTNN | 0.251 | 0.051 | 0.186 | 0.029 |