Change Detection on CDD dataset (test)
97.2F1 ScoreRDP-Net
Evaluation results
| Method | Links | |||
|---|---|---|---|---|
| RDP-NetParams(M)=1.70, FLOPS(G)=27.22022.02 | 97.2 | 96.7 | 97.7 | |
| AGCDetNetParams(M)=43.05, FLOPS(G)=79.62022.02 | 96.5 | 96 | 97.1 | |
| SNUNet-CDChannel=32, Params(M)=13.21, FLOPS(G)=54.82022.02 | 96.3 | 96.1 | 96.5 | |
| UNet++_MSOFChannel=32, Params(M)=11.00, FLOPS(G)=45.42022.02 | 94.3 | 94.6 | 93.9 | |
| SNUNet-CDChannel=16, Params(M)=3.31, FLOPS(G)=13.82022.02 | 93.6 | 93.8 | 93.5 | |
| SiamixFormer-1Params(M)=26.202022.02 | 92.8 | — | — | |
| SiamixFormer-0Params(M)=6.802022.02 | 92.1 | — | — | |
| DASNetParams(M)=48.22, FLOPS(G)=100.72022.02 | 91.9 | 91.4 | 92.5 | |
| UNet++_MSOFChannel=16, Params(M)=2.75, FLOPS(G)=11.42022.02 | 90.1 | 92.4 | 87.9 | |
| STANetParams(M)=16.932022.02 | 87.7 | 83.2 | 92.8 | |
| FC-Siam-concParams(M)=2.03, FLOPS(G)=5.32022.02 | 70 | 67.9 | 72.3 | |
| FC-Siam-diffParams(M)=1.83, FLOPS(G)=4.72022.02 | 69.9 | 71.5 | 68.5 | |
| FC-EFParams(M)=1.83, FLOPS(G)=2.12022.02 | 64.8 | 59.8 | 70.8 |