Table 6.
Exploring the efficiency of lodging grading recognition.
| ACC (%) | Grade | MLP_U-Net | SegNet | U-Net | DeepLabV3 | U-Net++ | ResNet50 | MoblieNetv3 | |||||||
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| Dataset1 | Dataset 2 | Dataset 1 | Dataset 2 | Dataset 1 | Dataset 2 | Dataset 1 | Dataset 2 | Dataset 1 | Dataset 2 | Dataset 1 | Dataset 2 | Dataset 1 | Dataset 2 | ||
| Lodging degree | 1 | 100 | 93.8 | / | 90.4 | 91.7 | 96.0 | 95.8 | |||||||
| 3 | 69.2 | 71.0 | 53.8 | 41.9 | 53.8 | 67.7 | |||||||||
| 5 | 87.5 | 90.4 | 100 | 86.5 | 87.5 | 82.7 | |||||||||
| Lodging area | 1 | 99.2 | 100 | 98.7 | 100 | 100 | 100 | 99.1 | 95.1 | 99.0 | 100 | / | |||
| 2 | 58.8 | 62.2 | 22.4 | 34.4 | 13.3 | 36.8 | 28.6 | 55.6 | 28.2 | 45.1 | |||||
| 3 | 62.5 | 83.3 | 58.3 | 52.6 | 30.8 | 59.2 | 45.5 | 82.4 | 57.1 | 70.6 | |||||
| 4 | 87.5 | 94.7 | 100 | 31.6 | 85.7 | 100 | 85.7 | 100 | 85.7 | 100 | |||||