Paper | Code | F1 | Precision | ModelName | ReleaseDate |
---|---|---|---|---|---|
Fully Convolutional Siamese Networks for Change Detection | ✓ Link | 57.92 | 51.84 | FC-Siam-Diff | 2018-10-19 |
Fully Convolutional Siamese Networks for Change Detection | ✓ Link | 56.91 | 64.42 | FC-EF | 2018-10-19 |
Extending global-local view alignment for self-supervised learning with remote sensing imagery | ✓ Link | 52.7 | 49.99 | DINO-MC (WRN-50) | 2023-03-12 |
Seasonal Contrast: Unsupervised Pre-Training from Uncurated Remote Sensing Data | ✓ Link | 46.94 | 38.06 | SeCo | 2021-03-30 |
Self-supervised pre-training enhances change detection in Sentinel-2 imagery | ✓ Link | 45.79 | 40.42 | Task 2 CVA+Triangle | 2021-01-20 |
Self-supervised pre-training enhances change detection in Sentinel-2 imagery | ✓ Link | 43.17 | 46.3 | Task 2 linear | 2021-01-20 |