LEVIR-CD
Benchmarks
| Task Name | Dataset Name | SOTA Result | Trend | |
|---|---|---|---|---|
| Change Detection | LEVIR-CD (test) | F1 Score92.62 | 357 | |
| Change Detection | LEVIR-CD | F1 Score94.62 | 188 | |
| Change Detection | LEVIR+-CD (test) | F1 Score89.17 | 38 | |
| Building Change Detection | LEVIR-CD+ (test) | F1 Score91.39 | 29 | |
| Binary Change Detection | LEVIR-CD+ | Recall87.57 | 28 | |
| Change Detection | LEVIR-CD trained on WHU-CD (test) | IoU12.3 | 20 | |
| Change Detection | LEVIR-CD 34 | Precision93.75 | 19 | |
| Change Detection | LEVIR-CD standard (test) | F1 Score91.76 | 16 | |
| Object Change Proposal | LEVIR-CD | F176.3 | 14 | |
| Building Change Detection | LEVIR-CD 1.0 (test) | Precision92.8 | 12 | |
| Change Detection | LEVIR-CD+ | Precision93.8 | 11 | |
| Remote sensing change detection | LEVIR-CD 40% labeled (2848) 129 | IoU Coefficient84.3 | 11 | |
| Remote sensing change detection | LEVIR-CD 20% labeled (1424) 129 | IoU (Class)84.3 | 11 | |
| Remote sensing change detection | LEVIR-CD 10% labeled 129 | IoU (Class)83.8 | 11 | |
| Remote sensing change detection | LEVIR-CD 5% labeled (356) 129 | IoU (Class)83.3 | 11 | |
| Change Detection | LEVIR-CD all (test) | IoU (xView2 pre-disaster)65.71 | 10 | |
| Semantic Change Detection | LEVIR-CD | IoU60.21 | 9 | |
| Change Detection | LEVIR-CD 10 (test) | Precision94.02 | 9 | |
| Change Detection | LEVIR-CD 5% train (test) | mIoU79.3 | 6 | |
| Change Detection | LEVIR-CD 100% train (test) | IoU (%)83.7 | 6 | |
| Object Change Detection | LEVIR-CDall | IoU45.8 | 4 | |
| Change Detection | LEVIR-CD 5% (test) | IoU- | 0 |
Showing 22 of 22 rows