. Author manuscript; available in PMC: 2022 Jan 1.

Published in final edited form as: Nat Mach Intell. 2021 May 20;3:601–609. doi: 10.1038/s42256-021-00348-5

Table 3.

Average modeling accuracy of deep ResNet on 21 human-designed proteins. GDT and GHA are scaled to [0, 1].

ResNet trained with	Sequence database used to build input features	First Model			Best Model
ResNet trained with	Sequence database used to build input features	TM	GDT	GHA	TM	GDT	GHA
Co-evolution	2018 uniclust30	0.650	0.662	0.479	0.675	0.686	0.498
Co-evolution	2020 uniref30	0.662	0.675	0.490	0.683	0.694	0.509
No coevolution	2018 uniclust30	0.584	0.598	0.430	0.676	0.695	0.509
No coevolution	2020 uniref30	0.654	0.663	0.495	0.723	0.738	0.556