Remote sensing change detection on LEVIR-CD 20% labeled (1424) 129
84.3IoU (Class)UniMatch V2
Evaluation Results
| Method | Links | ||
|---|---|---|---|
| UniMatch V2Backbone=DPT-DINOv2-B2024.10 | 84.3 | 99.14 | |
| UniMatch V2Backbone=DPT-DINOv2-S2024.10 | 83.2 | 99.08 | |
| SemiCD-VLBackbone=RN-50 + VLM2024.10 | 82.7 | 99.05 | |
| Labeled OnlyBackbone=DPT-DINOv2-B2024.10 | 82.4 | 99.02 | |
| UniMatch V1Backbone=DeepLab-RN-502024.10 | 81.7 | 99.02 | |
| Labeled OnlyBackbone=DPT-DINOv2-S2024.10 | 81.1 | 98.95 | |
| UniMatch V1Backbone=PSPNet-RN-502024.10 | 79 | 98.84 | |
| SemiCDBackbone=FCN-RN-502024.10 | 76.2 | 98.68 | |
| AdvNetBackbone=FCN-RN-502024.10 | 74.6 | 98.58 | |
| SemiCDNetBackbone=UNet++2024.10 | 74.3 | 98.58 | |
| S4GANBackbone=FCN-RN-502024.10 | 73.4 | 98.51 |