Cloud detection on L7 Irish (Landsat 7 ETM+ TOA) (test)
86.65AccuracyMoCo
Evaluation results
| Method | Links | ||
|---|---|---|---|
| MoCoBackbone=ViT-S16, Pre-training=SSL4EO-L MoCo, Architecture=U-Net, Protocol=Frozen backbone2023.06 | 86.65 | 76.03 | |
| SimCLRBackbone=ViT-S16, Pre-training=SSL4EO-L SimCLR, Architecture=U-Net, Protocol=Frozen backbone2023.06 | 82.65 | 70.47 | |
| MoCoBackbone=ResNet-18, Pre-training=SSL4EO-L MoCo, Architecture=U-Net, Protocol=Frozen backbone2023.06 | 74.79 | 59.77 | |
| MoCoBackbone=ResNet-50, Pre-training=SSL4EO-L MoCo, Architecture=U-Net, Protocol=Frozen backbone2023.06 | 69.62 | 53.42 | |
| ImageNetBackbone=ViT-S16, Pre-training=ImageNet supervised, Architecture=U-Net, Protocol=Frozen backbone2023.06 | 68.22 | 51.78 | |
| ImageNetBackbone=ResNet-18, Pre-training=ImageNet supervised, Architecture=U-Net, Protocol=Frozen backbone2023.06 | 64.08 | 47.21 | |
| ImageNetBackbone=ResNet-50, Pre-training=ImageNet supervised, Architecture=U-Net, Protocol=Frozen backbone2023.06 | 61.77 | 44.75 | |
| SimCLRBackbone=ResNet-50, Pre-training=SSL4EO-L SimCLR, Architecture=U-Net, Protocol=Frozen backbone2023.06 | 49.37 | 33.41 | |
| SimCLRBackbone=ResNet-18, Pre-training=SSL4EO-L SimCLR, Architecture=U-Net, Protocol=Frozen backbone2023.06 | 34.8 | 21.46 |