3-state and 8-state PSSP results of six models on seven datasets. Bold indicates the best performance.
| Models | CullPDB | CASP10 | CASP11 | CASP12 | CASP13 | CASP14 | CB513 | |||||||
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| Q 3 | Q 8 | Q 3 | Q 8 | Q 3 | Q 8 | Q 3 | Q 8 | Q 3 | Q 8 | Q 3 | Q 8 | Q 3 | Q 8 | |
| LSTM | 74.05 | 62.87 | 75.66 | 65.47 | 74.68 | 63.22 | 74.67 | 62.98 | 73.91 | 61.68 | 73.55 | 62.77 | 76.87 | 66.87 |
| SETCN | 75.62 | 64.79 | 77.79 | 66.95 | 75.73 | 64.89 | 76.14 | 64.85 | 74.96 | 63.01 | 74.69 | 63.85 | 80.11 | 68.12 |
| SEBTCN | 81.39 | 70.92 | 82.75 | 71.79 | 80.96 | 70.07 | 80.57 | 69.97 | 80.91 | 67.96 | 80.54 | 69.39 | 84.82 | 73.94 |
| BLSTM | 82.16 | 72.38 | 83.21 | 72.64 | 80.91 | 70.16 | 80.37 | 69.30 | 80.46 | 67.43 | 80.49 | 68.81 | 84.79 | 75.86 |
| BLSTM + SEBTCN | 82.97 | 73.22 | 83.73 | 73.54 | 81.60 | 71.52 | 81.14 | 70.39 | 81.27 | 68.41 | 81.18 | 69.97 | 85.74 | 77.06 |
| DLBLS_SS | 83.10 | 73.35 | 84.06 | 73.95 | 81.76 | 71.65 | 81.28 | 70.54 | 81.39 | 68.59 | 81.32 | 70.24 | 85.90 | 77.35 |