Table 2 Ablation experimental results on CDD and WHU-CD.
From: DASUNet: a deeply supervised change detection network integrating full-scale features
Network | CDD | WHU-CD | ||||||
|---|---|---|---|---|---|---|---|---|
P (%) | R (%) | F1 (%) | OA (%) | P (%) | R (%) | F1 (%) | OA (%) | |
Base | 94.30 | 91.58 | 92.92 | 98.40 | 88.55 | 86.72 | 87.63 | 97.90 |
Base + ASPP | 94.83 | 93.43 | 94.12 | 98.66 | 90.60 | 88.01 | 89.28 | 98.19 |
Base + DS | 95.04 | 92.86 | 93.93 | 98.62 | 90.80 | 88.91 | 89.85 | 98.28 |
Base + ASPP + DS | 94.94 | 93.70 | 94.32 | 98.71 | 90.01 | 90.39 | 90.37 | 98.33 |
