方法 | CDCNN | FDSSC | SSRN | ViT | SSFTT | SSTN |
1 | 76.67 | 88.46 | 86.4 | 74.26 | 86.51 | 97.79 |
2 | 81.45 | 94.5 | 85.87 | 78.3 | 99.16 | 87.43 |
3 | 56.83 | 99.69 | 96.7 | 73.15 | 99.74 | 100 |
4 | 86.44 | 99.27 | 77.96 | 78.42 | 93.68 | 98.11 |
5 | 94.93 | 96.22 | 92.65 | 92.45 | 94.98 | 99.81 |
6 | 84.72 | 99.73 | 26.37 | 76.83 | 83.5 | 93.86 |
7 | 66.42 | 84.91 | 59.97 | 54.16 | 66.8 | 84.23 |
8 | 77.94 | 93.99 | 63.66 | 92.78 | 58.63 | 66.01 |
9 | 64.8 | 78.51 | 62.36 | 68.47 | 90.64 | 90.95 |
10 | 46.08 | 71.42 | 74.44 | 65 | 90.61 | 96.52 |
11 | 52.29 | 86.84 | 83.44 | 81.96 | 75.94 | 68.71 |
12 | 57.07 | 83.16 | 81.12 | 74.52 | 57.19 | 90.49 |
13 | 80.01 | 84.14 | 15.62 | 73.66 | 94.99 | 96.18 |
14 | 76.03 | 97.28 | 83.11 | 74.72 | 100 | 100 |
15 | 82.85 | 96.74 | 40.32 | 89.01 | 100 | 100 |
OA | 68.68 | 87.87 | 73.26 | 74.4 | 85.04 | 89.78 |
AA | 72.3 | 90.32 | 68.67 | 77.07 | 86.15 | 91.34 |
Kappa | 66.15 | 86.89 | 71.03 | 72.24 | 83.84 | 88.97 |