Dataset | Method | Prediction accuracy (%) | ||||
---|---|---|---|---|---|---|
 |  | All-α | All-β | α/β | α+β | Overall |
25PDB | RKS-PPSC [42] | 92.8 | 83.3 | 85.8 | 70.1 | 82.9 |
Liu and Jia [26] | 92.6 | 81.3 | 81.5 | 76.0 | 82.9 | |
Zhang et al. [27] | 95.0 | 85.6 | 81.5 | 73.2 | 83.9 | |
Ding et al. [42] | 95.03 | 81.26 | 83.24 | 77.55 | 84.34 | |
Proposed PBF11CBF-PSSE | 98.65 | 85.78 | 79.19 | 79.82 | 86.25 | |
640 | RKS-PPSC [41] | 89.1 | 85.1 | 88.1 | 71.4 | 83.1 |
Ding et al. [42] | 94.93 | 76.62 | 89.27 | 74.27 | 83.44 | |
Proposed PBF11CBF-PSSE | 97.1 | 81.17 | 89.27 | 79.53 | 86.41 | |
FC699 | Liu and Jia [26] | 97.7 | 88.0 | 89.1 | 84.2 | 89.6 |
Proposed PBF11CBF-PSSE | 100 | 97.03 | 96.55 | 73.17 | 94.99 | |
1189 | RKS-PPSC [41] | 89.2 | 86.7 | 82.6 | 65.6 | 81.3 |
Zhang et al. [27] | 92.4 | 87.4 | 82.0 | 71.0 | 83.2 | |
Ding et al. [42] | 93.72 | 84.01 | 83.53 | 66.39 | 81.96 | |
Proposed PBF11CBF-PSSE | 97.76 | 86.39 | 84.73 | 70.54 | 84.71 |