Change Detection on VisNIR-HCD (val)
82.54PrecisionA2Net
Evaluation results
| Method | Links | |||||
|---|---|---|---|---|---|---|
| A2NetParams (M)=3.78, FLOPs (G)=3.052026.07 | 82.54 | 75.22 | 78.71 | 64.89 | 98.77 | |
| ASFR-NetParams (M)=6.35, FLOPs (G)=15.13†2026.07 | 82.45 | 78.53 | 80.44 | 67.28 | 98.86 | |
| HRMNetParams (M)=13.46, FLOPs (G)=12.172026.07 | 82.41 | 74.08 | 78.02 | 63.96 | 98.74 | |
| RFANetParams (M)=2.86, FLOPs (G)=3.162026.07 | 82.17 | 75.3 | 78.58 | 64.72 | 98.76 | |
| EFICNNParams (M)=21.32, FLOPs (G)=91.342026.07 | 81.93 | 75.87 | 78.78 | 64.99 | 98.77 | |
| CASPParams (M)=1.74, FLOPs (G)=2.632026.07 | 81.28 | 72.16 | 76.43 | 61.86 | 98.66 | |
| DGMA2-NetParams (M)=37.10, FLOPs (G)=18.102026.07 | 80.81 | 73.39 | 76.92 | 62.5 | 98.67 | |
| STENetParams (M)=10.95, FLOPs (G)=14.732026.07 | 80.53 | 68.67 | 74.13 | 58.89 | 98.56 | |
| SFEARNetParams (M)=5.56, FLOPs (G)=4.652026.07 | 78.89 | 75.09 | 76.94 | 62.53 | 98.64 | |
| MambaCDParams (M)=85.53, FLOPs (G)=44.832026.07 | 76.43 | 74.24 | 75.32 | 60.41 | 98.53 | |
| CSI-NetParams (M)=62.18, FLOPs (G)=367.252026.07 | 75.63 | 59.18 | 66.4 | 49.7 | 98.2 | |
| HeteCDParams (M)=63.85, FLOPs (G)=81.282026.07 | 75.61 | 74.05 | 74.82 | 59.77 | 98.5 | |
| STADE-CDNetParams (M)=3.50, FLOPs (G)=11.992026.07 | 74.84 | 51.49 | 61.01 | 43.9 | 98.02 | |
| ConvFormer-CDParams (M)=37.72, FLOPs (G)=5.142026.07 | 69.44 | 67.38 | 68.4 | 51.97 | 98.1 | |
| AFENetParams (M)=39.7, FLOPs (G)=398.582026.07 | 68.23 | 68.79 | 68.51 | 52.11 | 98.09 |