Remote Sensing Change Detection on LEVIR-CD 5% labeled (356) 129
83.3IoU (Class)UniMatch V2
Evaluation results
| Method | Links | ||
|---|---|---|---|
| UniMatch V2Backbone=DPT-DINOv2-B2024.10 | 83.3 | 99.08 | |
| UniMatch V2Backbone=DPT-DINOv2-S2024.10 | 82.1 | 99.01 | |
| SemiCD-VLBackbone=RN-50 + VLM2024.10 | 81.9 | 99.02 | |
| UniMatch V1Backbone=DeepLab-RN-502024.10 | 80.7 | 98.95 | |
| Labeled OnlyBackbone=DPT-DINOv2-B2024.10 | 79.5 | 98.86 | |
| Labeled OnlyBackbone=DPT-DINOv2-S2024.10 | 78.1 | 98.77 | |
| UniMatch V1Backbone=PSPNet-RN-502024.10 | 75.6 | 98.62 | |
| SemiCDBackbone=FCN-RN-502024.10 | 72.5 | 98.47 | |
| SemiCDNetBackbone=UNet++2024.10 | 67.6 | 98.17 | |
| AdvNetBackbone=FCN-RN-502024.10 | 66.1 | 98.08 | |
| S4GANBackbone=FCN-RN-502024.10 | 64 | 97.89 |