Remote sensing change detection on LEVIR-CD 10% labeled 129
83.8IoU (Class)UniMatch V2
Evaluation Results
| Method | Links | ||
|---|---|---|---|
| UniMatch V2Backbone=DPT-DINOv2-B2024.10 | 83.8 | 99.11 | |
| UniMatch V2Backbone=DPT-DINOv2-S2024.10 | 82.7 | 99.05 | |
| SemiCD-VLBackbone=RN-50 + VLM2024.10 | 82.6 | 99.06 | |
| UniMatch V1Backbone=DeepLab-RN-502024.10 | 82 | 99.02 | |
| Labeled OnlyBackbone=DPT-DINOv2-B2024.10 | 81.3 | 98.96 | |
| Labeled OnlyBackbone=DPT-DINOv2-S2024.10 | 80.4 | 98.91 | |
| UniMatch V1Backbone=PSPNet-RN-502024.10 | 79 | 98.83 | |
| SemiCDBackbone=FCN-RN-502024.10 | 75.5 | 98.63 | |
| AdvNetBackbone=FCN-RN-502024.10 | 72.3 | 98.45 | |
| SemiCDNetBackbone=UNet++2024.10 | 71.5 | 98.42 | |
| S4GANBackbone=FCN-RN-502024.10 | 67 | 98.11 |