Dataset | Dataset 1 | Dataset 2 | ||||||||||
Evaluation index | PA | MPA | MIOU | PA | MPA | MIOU | ||||||
Areas | F | N | F | N | F | N | F | N | F | N | F | N |
DeepLab v2 | 81.6 | 78.2 | 64.7 | 47.3 | 49.4 | 27.0 | 95.8 | 87.0 | 73.4 | 63.8 | 65.2 | 44.1 |
DeepLab-Resnet 18-CRF | 85.2 | 81.5 | 68.2 | 50.0 | 51.7 | 28.6 | 97.5 | 92.3 | 75.1 | 65.8 | 67.0 | 46.1 |
LRCRF | 84.5 | 79.7 | 67.7 | 48.6 | 51.2 | 27.6 | 97.2 | 91.8 | 75.3 | 64.7 | 66.4 | 45.0 |