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. 2023 May 1;5(2):lqad041. doi: 10.1093/nargab/lqad041

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 Inline graphic 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