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. 2022 May 26;38(13):3454–3461. doi: 10.1093/bioinformatics/btac353

Table 1.

Classification results of SVMs trained on different embeddings, for the structural classes of the CATH database (balanced accuracy), and for 50 functional classes of the GO (Fmax score)

Embedding C A T H GO
Spectrum 65 ± 3 54 ± 4 57 ± 2 47 ± 3 58 ± 1
ProFET 53 ± 2 38 ± 4 48 ± 2 28 ± 3 52 ± 1
UniRep 72 ± 4 73 ± 6 68 ± 2 58 ± 3 71 ± 1
ESM 77 ± 3 91 ± 1 86 ± 1 79 ± 2 80 ± 1

Note: All values in percent.