Table 6.
Model | Class | Sen | Prc | F1 |
---|---|---|---|---|
SC-CNN | C1 | 93.51 | 93.35 | 93.43 |
C2 | 86.79 | 91.87 | 89.26 | |
C3 | 94.41 | 91.01 | 92.68 | |
C4 | 94.59 | 93.37 | 93.97 | |
MA | 92.40 | |||
| ||||
AP-CNN | C1 | 92.86 | 93.02 | 92.94 |
C2 | 95.76 | 92.93 | 94.32 | |
C3 | 94.26 | 93.95 | 94.11 | |
C4 | 93.22 | 93.22 | 93.22 | |
MA | 93.18 | |||
| ||||
SPNN (ours) | C1 | 98.07 | 94.59 | 96.30 |
C2 | 91.79 | 95.19 | 93.45 | |
C3 | 94.92 | 94.92 | 94.92 | |
C4 | 95.25 | 95.40 | 95.32 | |
MA | 95.02 | |||
| ||||
L2P-CNN | C1 | 88.77 | 93.36 | 91.01 |
C2 | 93.21 | 93.72 | 93.46 | |
C3 | 94.41 | 92.68 | 93.53 | |
C4 | 93.61 | 90.63 | 92.10 | |
MA | 92.53 | |||
| ||||
MP-CNN | C1 | 95.44 | 94.77 | 95.10 |
C2 | 94.64 | 91.70 | 93.15 | |
C3 | 94.07 | 93.43 | 93.75 | |
C4 | 91.64 | 95.72 | 93.63 | |
MA | 93.91 |