Deducing high-accuracy protein contact-maps from a triplet of coevolutionary matrices through deep residual convolutional networks
Fig 3
Long-range top-L precision of contact-maps predicted by TripletRes with deep MSAs versus that without deep MSAs.
(a) overall results on 50 CASP FM targets; (b,c) illustrative example of contact-map and the native structure of the T0896-D3 domain in CASP12; (d) Overall results on 195 CAMEO hard targets; (e,f) illustrative example of the contact-map and the native structure of the PDB ID 6g3bB in CAMEO. In (a) and (d), dashed lines mark the average precision of the top-L long-range contact prediction. In (c) and (f), dashed lines label the additional contacts predicted due to the employment of deep MSA.