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Evaluation index for dataset 1.
| Models | Grading ACC of lodging degree (%) |
Extraction of lodging area (%) | Grading ACC of lodging area (%) | |||
|---|---|---|---|---|---|---|
| Pre | Rec | F1 | IoU | |||
| MLP_U-Net | 96.1 | 78.5 | 84.2 | 81.3 | 68.5 | 92.2 |
| SegNet | / | 58.6 | 80.5 | 67.8 | 51.3 | 66.9 |
| U-Net | / | 64.2 | 84.7 | 73.0 | 57.5 | 88.3 |
| DeepLabV3 | / | 74.9 | 83.9 | 79.1 | 65.5 | 81.8 |
| U-Net++ | / | 80.3 | 78.8 | 79.6 | 66.1 | 78.6 |
| ResNet50 | 88.3 | / | / | / | / | / |
| MobileNetv3 | 91.6 | / | / | / | / | / |
