Landslide Detection on L4S full dataset (test)
74.7F1 ScoreResNet34
Evaluation results
| Method | Links | |||||
|---|---|---|---|---|---|---|
| ResNet34Architecture=ResNet34-based U-Net2025.07 | 74.7 | — | 77.37 | 72.67 | — | |
| VGG16Models=VGG162025.07 | 73.57 | — | 76.5 | 71.21 | — | |
| EfficientNet-B0Models=EfficientNet-B02025.07 | 73.41 | — | 75.36 | 72.21 | — | |
| ResNeXt50_32X4DModels=ResNeXt50_32X4D2025.07 | 73.3 | — | 74.53 | 72.47 | — | |
| SeResNet-50Models=SeResNet-502025.07 | 73.28 | — | 78.26 | 69.5 | — | |
| DenseNet121Models=DenseNet1212025.07 | 72.9 | — | 72.41 | 74 | — | |
| SeResNeXt50_32x4DModels=SeResNeXt50_32x4D2025.07 | 72.79 | — | 72.49 | 73.5 | — | |
| InceptionV4Models=InceptionV42025.07 | 72.46 | — | 76.31 | 69.45 | — | |
| InceptionResNetV2Models=InceptionResNetV22025.07 | 71.51 | — | 77.74 | 66.92 | — | |
| DeepLabV3+Models=DeepLabV3+2025.07 | 71.41 | — | 74.71 | 68.97 | — | |
| MobileNetV2Models=MobileNetV22025.07 | 71.19 | — | 70 | 73.37 | — | |
| U-NetModels=U-Net2025.07 | 70.12 | — | 79.06 | 63.38 | — | |
| MiT-B1Models=MiT-B12025.07 | 69.89 | — | 75.74 | 65.96 | — | |
| Prithvi-EO-2.0-300Mloss=Lovasz2024.12 | 60.7 | 71.3 | 57.1 | 64.7 | 98.4 | |
| U-Netloss=wCE2024.12 | 59.7 | 70.4 | 56.2 | 63.6 | 98.4 | |
| Prithvi-EO-2.0-600Mloss=wCE2024.12 | 58.6 | 70.4 | 51.1 | 68.6 | 98.2 | |
| U-Net++loss=wCE2024.12 | 57 | 69 | 50.2 | 68.4 | 98 |