Table 2 Comparisons with other SOTA models on DSIFN-CD datasets.
From: Enhanced hybrid CNN and transformer network for remote sensing image change detection
Method | Rec. | F1 | IoU | OA |
|---|---|---|---|---|
FC-EF54 | 52.73 | 61.09 | 43.98 | 88.59 |
IFNet53 | 53.94 | 60.10 | 42.96 | 87.83 |
FC-Siam-Conc54 | 54.21 | 59.71 | 42.56 | 87.57 |
VcT11 | 63.52 | 72.50 | 73.85 | 91.81 |
CropLand57 | 65.08 | 60.53 | 43.40 | 87.03 |
FC-Siam-Di54 | 65.71 | 62.54 | 45.50 | 86.63 |
GCRNet59 | 69.99 | 70.55 | 54.50 | 90.07 |
SNUNet56 | 72.89 | 66.18 | 49.45 | 87.34 |
BIT8 | 73.18 | 73.23 | 73.69 | 90.91 |
DTCDSCN55 | 77.99 | 63.72 | 46.76 | 84.91 |
SMDNet58 | 88.46 | 88.40 | 80.91 | 96.56 |
Baseline | 70.82 | 74.49 | 74.99 | 91.76 |
EHCTNet (Ours) | 89.01 | 79.30 | 78.20 | 92.10 |
