Change Detection on PCD (full)
79.5F1-score (GSV)C-3PO
Evaluation results
| Method | Links | |||
|---|---|---|---|---|
| C-3POBackbone=VGG-16, Epoch Selection=best2022.06 | 79.5 | 86.5 | 83 | |
| C-3POBackbone=ResNet-18, Epoch Selection=best2022.06 | 79.4 | 85.4 | 82.4 | |
| C-3POBackbone=ResNet-18, Epoch Selection=last2022.06 | 77.6 | 84.7 | 81.2 | |
| HPCFNetBackbone=VGG-162022.06 | 77.6 | 86.8 | 82.2 | |
| C-3POBackbone=VGG-16, Epoch Selection=last2022.06 | 76.8 | 85.6 | 81.2 | |
| CSCDNetBackbone=ResNet-18, Epoch Selection=best2022.06 | 75 | 84.8 | 79.9 | |
| DR-TANetBackbone=ResNet-18, Epoch Selection=best2022.06 | 74.3 | 84.5 | 79.4 | |
| DR-TANetBackbone=ResNet-18, Epoch Selection=last2022.06 | 72 | 83 | 77.5 | |
| CSCDNetBackbone=ResNet-18, Epoch Selection=last2022.06 | 71.1 | 83.2 | 77.1 | |
| FC-Siam-concBackbone=U-Net, Epoch Selection=best2022.06 | 70.4 | 81.6 | 76 | |
| FC-Siam-concBackbone=U-Net, Epoch Selection=last2022.06 | 69.8 | 81.2 | 75.5 | |
| FC-Siam-diffBackbone=U-Net, Epoch Selection=best2022.06 | 66.2 | 79.5 | 72.8 | |
| FC-EFBackbone=U-Net, Epoch Selection=best2022.06 | 64.7 | 77.7 | 71.2 | |
| FC-Siam-diffBackbone=U-Net, Epoch Selection=last2022.06 | 64 | 78.6 | 71.3 | |
| FC-EFBackbone=U-Net, Epoch Selection=last2022.06 | 63.3 | 77.1 | 70.2 |