Change Detection on CDD
95.17F1 ScoreDsfer-Net
Evaluation results
| Method | Links | |||||
|---|---|---|---|---|---|---|
| Dsfer-Net2023.04 | 95.17 | 93.7 | 96.69 | 98.84 | 90.79 | |
| Base+CF2023.04 | 94.7 | — | — | — | — | |
| DFPF-Net2026.03 | 94.47 | 99.13 | 90.23 | — | 89.52 | |
| DFPF-NetParams (M)=46.67, FLOPs (G)=16.89, T (s)=0.642026.03 | 94.47 | — | — | — | 89.52 | |
| Base+Concat+DSFR2023.04 | 94.33 | — | — | — | — | |
| AERNet2026.03 | 93.93 | 99.05 | 89.31 | — | 88.56 | |
| AERNetParams (M)=25.36, FLOPs (G)=12.82, T (s)=0.342026.03 | 93.93 | — | — | — | 88.56 | |
| Base+Concat2023.04 | 93.91 | — | — | — | — | |
| SEIFNet2026.03 | 93.86 | 99.18 | 89.08 | — | 88.43 | |
| SEIFNetParams (M)=8.37, FLOPs (G)=27.9, T (s)=0.222026.03 | 93.86 | — | — | — | 88.43 | |
| ICIF-Net2026.03 | 93.73 | 97.21 | 90.5 | — | 88.2 | |
| ICIF-NetParams (M)=25.83, FLOPs (G)=25.27, T (s)=0.722026.03 | 93.73 | — | — | — | 88.2 | |
| SNUNet2026.03 | 93.62 | 98.67 | 89.06 | — | 88 | |
| SNUNetParams (M)=12.03, FLOPs (G)=54.88, T (s)=0.922026.03 | 93.62 | — | — | — | 88 | |
| DMINet2026.03 | 92.93 | 97.3 | 88.94 | — | 86.79 | |
| DMINetParams (M)=6.24, FLOPs (G)=14.55, T (s)=1.192026.03 | 92.93 | — | — | — | 86.79 | |
| DSAMNet2023.04 | 92.91 | 93.27 | 92.54 | 98.32 | 86.76 | |
| BIT2026.03 | 92.59 | 97.52 | 88.12 | — | 86.19 | |
| BITParams (M)=3.55, FLOPs (G)=10.59, T (s)=0.272026.03 | 92.59 | — | — | — | 86.19 | |
| BiT2023.04 | 91.85 | 92.49 | 91.22 | 98.09 | 84.92 | |
| IFNet2026.03 | 91.65 | 99.07 | 85.27 | — | 84.59 | |
| IFNetParams (M)=50.71, FLOPs (G)=82.35, T (s)=0.902026.03 | 91.65 | — | — | — | 84.59 | |
| DTCDSCN2026.03 | 91.52 | 96.71 | 86.85 | — | 84.36 | |
| DTCDSCNParams (M)=41.07, FLOPs (G)=13.21, T (s)=0.282026.03 | 91.52 | — | — | — | 84.36 | |
| VcT2023.04 | 91.25 | 93.19 | 89.38 | 97.98 | 83.9 | |
| ChangeFormer2026.03 | 90.73 | 97.35 | 84.95 | — | 83.03 | |
| ChangeFormerParams (M)=41.03, FLOPs (G)=202.83, T (s)=1.422026.03 | 90.73 | — | — | — | 83.03 | |
| FrNet2023.04 | 90.67 | 89.83 | 91.52 | 97.78 | 82.92 | |
| FC-EF-Res2023.04 | 90.02 | 85.66 | 94.85 | 97.52 | 81.86 | |
| STANet2023.04 | 89.86 | 88.92 | 90.83 | 97.58 | 81.59 | |
| ChangeFormer2023.04 | 87.53 | 85.12 | 90.07 | 96.97 | 77.82 | |
| FC-Siam-conc2023.04 | 82.72 | 77.31 | 88.94 | 95.61 | 70.53 | |
| FC-Siam-Conc2026.03 | 75.4 | 93.58 | 63.13 | — | 60.51 | |
| FC-Siam-ConcParams (M)=1.55, FLOPs (G)=5.32, T (s)=0.252026.03 | 75.4 | — | — | — | 60.51 |