Table 2 Accuracy metrics of ablation experiment.
From: Landslide detection using multimodal data fusion and an improved Deeplabv3+ model
Model | Precision | Accuracy | Recall | F1-Score | IoU (%) |
|---|---|---|---|---|---|
Remove the multimodal fusion mechanism | 0.823 | 0.832 | 0.835 | 0.834 | 80.3 |
Using the ResNet101 backbone network | 0.810 | 0.821 | 0.833 | 0.828 | 79.2 |
Remove the small‑object attention mechanism | 0.852 | 0.887 | 0.857 | 0.855 | 81.1 |
FCA-DeepLab | 0.865 | 0.912 | 0.870 | 0.867 | 81.8 |
