方法 | CDCNN | FDSSC | SSRN | ViT | SSFTT | SSTN |
1 | 29.69 | 73.06 | 75.46 | 92.25 | 90.26 | 99.89 |
2 | 67.31 | 83.31 | 90.54 | 88.85 | 92.61 | 88.38 |
3 | 57.68 | 89.05 | 96.9 | 71.68 | 95.52 | 97.01 |
4 | 64.05 | 75.01 | 93.25 | 54.85 | 89.24 | 100 |
5 | 94.35 | 87.91 | 98.45 | 72.21 | 96.81 | 100 |
6 | 91.12 | 92.89 | 98.83 | 93.44 | 99.07 | 97.07 |
7 | 63.15 | 39.89 | 84.1 | 79.15 | 79.46 | 92.48 |
8 | 88.77 | 96.17 | 98.25 | 99.79 | 99 | 99.67 |
9 | 62.91 | 67.67 | 97.5 | 50.42 | 97.8 | 100 |
10 | 65.52 | 79.18 | 80.92 | 90.74 | 91.97 | 89.76 |
11 | 73.17 | 90.66 | 92.91 | 96.97 | 95.04 | 99.22 |
12 | 46.74 | 88.26 | 95.61 | 76.74 | 90.6 | 98.39 |
13 | 90.21 | 94.46 | 99.7 | 93.22 | 99.7 | 95.91 |
14 | 90.08 | 96.2 | 95.68 | 95.01 | 97 | 93.11 |
15 | 76.42 | 66.46 | 92.14 | 86.91 | 88.02 | 96.88 |
16 | 92.82 | 84.23 | 96.46 | 84.84 | 96.94 | 94.27 |
OA | 72.53 | 87.65 | 92.1 | 91.09 | 94.32 | 95.27 |
AA | 72.12 | 72.72 | 92.92 | 82.94 | 93.7 | 96.37 |
Kappa | 68.62 | 85.93 | 91.04 | 89.74 | 93.54 | 94.63 |