Change Detection on XiongAn (val)
87.17PrecisionASFR-Net
Evaluation results
| Method | Links | |||||
|---|---|---|---|---|---|---|
| ASFR-NetParams (M)=6.35, FLOPs (G)=15.13†2026.07 | 87.17 | 82.66 | 84.86 | 73.71 | 99.08 | |
| CASPParams (M)=1.74, FLOPs (G)=2.632026.07 | 86.78 | 80.3 | 83.41 | 71.55 | 99.01 | |
| SFEARNetParams (M)=5.56, FLOPs (G)=4.652026.07 | 85.76 | 80.39 | 82.99 | 70.93 | 98.97 | |
| EFICNNParams (M)=21.32, FLOPs (G)=91.342026.07 | 85.43 | 81.14 | 83.23 | 71.28 | 98.98 | |
| HeteCDParams (M)=63.85, FLOPs (G)=81.282026.07 | 85.05 | 80.32 | 82.62 | 70.38 | 98.95 | |
| A2NetParams (M)=3.78, FLOPs (G)=3.052026.07 | 84.82 | 82.19 | 83.49 | 71.65 | 98.99 | |
| HRMNetParams (M)=13.46, FLOPs (G)=12.172026.07 | 84.74 | 82.8 | 83.76 | 72.06 | 99 | |
| ConvFormer-CDParams (M)=37.72, FLOPs (G)=5.142026.07 | 84.03 | 79.46 | 81.68 | 69.03 | 98.89 | |
| DGMA2-NetParams (M)=37.10, FLOPs (G)=18.102026.07 | 83.05 | 82.3 | 82.67 | 70.46 | 98.93 | |
| RFANetParams (M)=2.86, FLOPs (G)=3.162026.07 | 82.06 | 83.83 | 82.94 | 70.85 | 98.93 | |
| STENetParams (M)=10.95, FLOPs (G)=14.732026.07 | 81.66 | 80.01 | 80.83 | 67.83 | 98.82 | |
| AFENetParams (M)=39.7, FLOPs (G)=398.582026.07 | 81.18 | 80.92 | 81.05 | 68.14 | 98.82 | |
| CSI-NetParams (M)=62.18, FLOPs (G)=367.252026.07 | 79.53 | 69.12 | 73.96 | 58.68 | 98.57 | |
| MambaCDParams (M)=85.53, FLOPs (G)=44.832026.07 | 79.2 | 86.2 | 82.55 | 70.29 | 98.87 | |
| STADE-CDNetParams (M)=3.50, FLOPs (G)=11.992026.07 | 56.57 | 53.8 | 55.15 | 38.07 | 97.28 |