Remote sensing change detection on WHU-CD 20% labeled (1189) 130
87.9IoU (Class)UniMatch V2
Evaluation results
| Method | Links | ||
|---|---|---|---|
| UniMatch V2Backbone=DPT-DINOv2-B2024.10 | 87.9 | 99.5 | |
| UniMatch V2Backbone=DPT-DINOv2-S2024.10 | 86.1 | 99.42 | |
| SemiCD-VLBackbone=RN-50 + VLM2024.10 | 84.8 | 99.36 | |
| Labeled OnlyBackbone=DPT-DINOv2-B2024.10 | 83.3 | 99.27 | |
| UniMatch V1Backbone=PSPNet-RN-502024.10 | 82.9 | 99.26 | |
| UniMatch V1Backbone=DeepLab-RN-502024.10 | 81.7 | 99.18 | |
| Labeled OnlyBackbone=DPT-DINOv2-S2024.10 | 79.5 | 99.09 | |
| SemiCDBackbone=FCN-RN-502024.10 | 74.8 | 98.84 | |
| AdvNetBackbone=FCN-RN-502024.10 | 73.8 | 98.8 | |
| S4GANBackbone=FCN-RN-502024.10 | 70.8 | 98.6 | |
| SemiCDNetBackbone=UNet++2024.10 | 66.7 | 98.28 |