Table 1 Comparisons with other SOTA models on LEVIR-CD datasets.
From: Enhanced hybrid CNN and transformer network for remote sensing image change detection
Method | Rec. | F1 | IoU | OA |
|---|---|---|---|---|
FC-Siam-Conc54 | 76.77 | 83.69 | 71.96 | 98.49 |
VcT11 | 77.45 | 85.04 | 86.26 | 98.61 |
FC-EF54 | 80.17 | 83.40 | 71.53 | 98.39 |
IFNet53 | 82.93 | 88.13 | 78.77 | 98.87 |
FC-Siam-Di54 | 83.31 | 86.31 | 75.92 | 98.67 |
BIT8 | 84.84 | 88.40 | 89.01 | 98.87 |
SMDNet58 | 85.89 | 90.99 | 82.71 | 99.17 |
DTCDSCN55 | 86.83 | 87.67 | 78.05 | 98.77 |
SNUNet56 | 87.17 | 88.16 | 78.83 | 98.82 |
CropLand57 | 87.57 | 88.67 | 79.64 | 98.86 |
GCRNet59 | 88.39 | 90.37 | 82.43 | 99.18 |
Baseline | 82.95 | 87.15 | 87.96 | 98.75 |
EHCTNet (Ours) | 88.53 | 90.00 | 90.38 | 99.00 |
