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. 2024 Feb 8;9(2):217–222. doi: 10.1016/j.synbio.2024.01.011

Table 2.

Sequence recovery on TS50 dataset. The same training set as used by GVP-GNN was used for evaluation on TS50, as there is no standard training set for this dataset. We retrained ProteinMPNN using the same training set and its open-source code [31].

Method Sequence Recovery (%)
DIProT 54.4
DenseCPD [25] 50.7
ProteinMPNN [11] 48.0
GVP-GNN [22] 44.9
ProDCoNN [26] 40.7
SPROF [27] 39.2
SPIN2 [28] 33.6
SPIN [29] 30.3
Rosetta [30] 30.0