TinyCDv2: A Lighter and Stronger Network for Remote Sensing Change Detection
Method | Crop Size | Lr schd | #Param (M) | MACs (G) | Precision | Recall | F1-Score | IoU | config | download |
---|---|---|---|---|---|---|---|---|---|---|
TinyCDv2-S | 256x256 | 40000 | 0.045 | 0.23 | 90.08 | 89.44 | 89.76 | 81.42 | config | |
TinyCDv2-B | 256x256 | 40000 | 0.116 | 0.58 | 91.75 | 90.17 | 90.95 | 83.41 | config | |
TinyCDv2-L | 256x256 | 40000 | 0.263 | 1.51 | 92.27 | 90.48 | 91.37 | 84.11 | config |
- All metrics are based on the category "change".
- All scores are computed on the test set.