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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