Table 3.
Spearman correlations, MAE and average prediction error between predicted and actual Z-scores obtained by our ESM transformer-based predictors for the residue-level 10-fold CV on the cross-validation set consisting of 1168 sequences only
Residue-level 10-fold CV | |||
---|---|---|---|
Disorder predictor |
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MAE | Average prediction error |
ESM-1v | 0.746 | 2.285 ± 0.012 | 0.0001 ± 0.029 |
ESM-1b | 0.745 | 2.292 ± 0.019 | 0.0001 ± 0.016 |
ESM-MSA | 0.719 | 2.62 ± 0.023 | −0.0004 ± 0.034 |