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

Table 4.

Spearman correlations, MAE and average prediction error between predicted and actual Z-scores obtained by our ESM transformer-based predictors for the sequence-level 10-fold CV on the cross-validation set consisting of 1168 sequences only

Sequence-level 10-fold CV
Disorder predictor Inline graphic MAE Average prediction error
ESM-1v 0.717 2.438 ± 0.076 0.0004 ± 0.168
ESM-1b 0.718 2.428 ± 0.081 0.004 ± 0.151
ESM-MSA 0.702 2.716 ± 0.111 −0.012 ± 0.268