Dataset

Method

Reference

Accuracy (%)

all-

all-

Total

25PDB

SCPRED

[17]

92.6

80.1

74.0

71.0

79.7

MODAS

[21]

92.30

83.70

81.20

68.30

81.40

RKS-PPSC

[22]

92.80

83.30

85.80

70.10

82.90

Kong et al.

[20]

-

-

-

-

-

GASVM

Our method

93.69

83.53

81.02

75.08

83.32

1189

SCPRED

[17]

89.1

86.7

89.6

53.8

80.6

MODAS

[21]

92.3

87.10

87.90

65.40

83.50

RKS-PPSC

[22]

89.2

86.7

82.6

65.6

81.3

Kong et al.

[20]

91.9

84.4

85.3

72.2

83.5

GASVM

Our method

92.35

86.69

87.11

75.12

85.44

FC699

SCPRED

[17]

-

-

-

-

87.5

MODAS

[21]

-

-

-

-

-

RKS-PPSC

[22]

-

-

-

-

-

Kong et al.

[20]

96.2

90.7

96.3

69.5

92.0

GASVM

Our method

96.92

92.19

97.36

73.33

93.36