Change Detection on BANDON In-domain (test)
79.66PrecisionBAN-CF-SCD
Evaluation results
| Method | Links | ||||
|---|---|---|---|---|---|
| BAN-CF-SCDBackbone=MiT-b2, Param (M)=28.31, FLOPs (G)=354.592023.12 | 79.66 | 70.44 | 74.77 | 59.7 | |
| CF-SCDBackbone=MiT-b2, Param (M)=25.51, FLOPs (G)=55.93, re-implemented=true2023.12 | 79.53 | 67.14 | 72.81 | 57.24 | |
| BAN-CF-SCDBackbone=MiT-b0, Param (M)=5.40, FLOPs (G)=316.262023.12 | 78.19 | 67.71 | 72.57 | 56.95 | |
| CF-SCDBackbone=MiT-b0, Param (M)=4.24, FLOPs (G)=20.69, re-implemented=true2023.12 | 77.93 | 61.35 | 68.65 | 52.27 | |
| BAN-CFBackbone=MiT-b0, Param (M)=4.34, FLOPs (G)=300.172023.12 | 77.32 | 64.18 | 70.14 | 54.02 | |
| BAN-BiTBackbone=ResNet-18, Param (M)=3.80, FLOPs (G)=330.322023.12 | 76.84 | 63.19 | 69.35 | 53.08 | |
| CFBackbone=MiT-b0, Param (M)=3.85, FLOPs (G)=11.38, re-implemented=true2023.12 | 76.73 | 57.33 | 65.63 | 48.84 | |
| BiTBackbone=ResNet-18, Param (M)=2.99, FLOPs (G)=35.00, re-implemented=true2023.12 | 74 | 52.65 | 61.52 | 44.43 | |
| MTGCD-NetBackbone=ResNet-50, Param (M)=91.85, FLOPs (G)=503.53, more auxiliary tasks=true2023.12 | 73.92 | 76.55 | 75.21 | 60.27 | |
| Change-MixBackbone=ResNet-502023.12 | 69.29 | 70.8 | 70.04 | 53.89 | |
| DTCDSCNBackbone=SE-ResNet-34, Param (M)=41.07, FLOPs (G)=60.872023.12 | 69.23 | 57.9 | 63.06 | 46.05 | |
| STANetBackbone=ResNet-50, Param (M)=25.96, FLOPs (G)=525.432023.12 | 66.24 | 69.42 | 67.79 | 51.28 | |
| FC-Siam-ConcBackbone=ResNet-50, Param (M)=41.9, FLOPs (G)=434.552023.12 | 65.49 | 66.17 | 65.83 | 49.06 | |
| FC-Siam-DiffBackbone=ResNet-50, Param (M)=30.75, FLOPs (G)=386.492023.12 | 65.11 | 67.39 | 66.23 | 49.51 | |
| FC-EFBackbone=ResNet-50, Param (M)=30.75, FLOPs (G)=285.502023.12 | 51.8 | 34.83 | 41.65 | 23.3 |