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Table 6 Q3 accuracy(%) comparison on CB513 and CASP datasets

From: Prediction of 8-state protein secondary structures by a novel deep learning architecture

Method CASP10 CASP11 CASP12 CB513
PSIPRED 81.2 80.7 80.5a 79.2
JPRED 81.6 80.4 78.8a 81.7
DeepCNF 84.4 84.7 83.2a 82.3
DCRNN - - - 84
NCCNN - - - -
MUFOLD-SSa 84.3 82.3 81.1 82.7
CRRNN 86.1 ±0.6 84.2 ±0.5 82.6 ±1.2 85.3 ±0.4
eCRRNN 87.8 85.9 83.7 87.3
  1. aData is generated by our experiment
  2. Boldface numbers indicate best performance