Remote sensing change detection on WHU-CD 130 (40% labeled (2378))
88.6IoUUniMatch V2
Evaluation results
| Method | Links | ||
|---|---|---|---|
| UniMatch V2Backbone=DPT-DINOv2-B2024.10 | 88.6 | 99.52 | |
| UniMatch V2Backbone=DPT-DINOv2-S2024.10 | 87.6 | 99.48 | |
| Labeled OnlyBackbone=DPT-DINOv2-B2024.10 | 87 | 99.45 | |
| SemiCD-VLBackbone=RN-50 + VLM2024.10 | 85.7 | 99.39 | |
| UniMatch V1Backbone=DeepLab-RN-502024.10 | 85.1 | 99.35 | |
| UniMatch V1Backbone=PSPNet-RN-502024.10 | 84.4 | 99.32 | |
| Labeled OnlyBackbone=DPT-DINOv2-S2024.10 | 82.6 | 99.25 | |
| SemiCDBackbone=FCN-RN-502024.10 | 77.2 | 98.96 | |
| AdvNetBackbone=FCN-RN-502024.10 | 76.6 | 98.94 | |
| S4GANBackbone=FCN-RN-502024.10 | 76.4 | 98.96 | |
| SemiCDNetBackbone=UNet++2024.10 | 75.9 | 98.93 |