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Evaluation index for dataset 2.
| Models | Grading ACC of lodging degree (%) |
Extraction of lodging area (%) | Grading ACC of lodging area (%) | |||
|---|---|---|---|---|---|---|
| Pre | Rec | F1 | IoU | |||
| MLP_U-Net | 84.1 | 89.0 | 76.0 | 82.0 | 69.5 | 84.7 |
| SegNet | / | 84.1 | 74.0 | 78.7 | 64.9 | 47.3 |
| U-Net | / | 75.5 | 82.6 | 78.9 | 65.1 | 80.9 |
| DeepLabV3 | / | 89.6 | 76.9 | 82.7 | 70.6 | 81.7 |
| U-Net++ | / | 90.3 | 71.2 | 79.7 | 66.2 | 71.0 |
| ResNet50 | 77.9 | / | / | / | / | / |
| MobileNetv3 | 83.6 | / | / | / | / | / |
