Change Detection on BANDON Out-domain (test)
85.29PcBAN-BiT
Evaluation results
| Method | Links | ||||
|---|---|---|---|---|---|
| BAN-BiTBackbone=ResNet-18, Param (M)=3.80, FLOPs (G)=330.322023.12 | 85.29 | 51.38 | 64.13 | 47.2 | |
| CF-SCDBackbone=MiT-b2, Param (M)=25.51, FLOPs (G)=55.93, re-implemented=true2023.12 | 76.58 | 56.7 | 65.15 | 48.32 | |
| BAN-CF-SCDBackbone=MiT-b2, Param (M)=28.31, FLOPs (G)=354.592023.12 | 76.08 | 61.33 | 67.91 | 51.41 | |
| CF-SCDBackbone=MiT-b0, Param (M)=4.24, FLOPs (G)=20.69, re-implemented=true2023.12 | 75.77 | 53.71 | 62.86 | 45.84 | |
| BAN-CFBackbone=MiT-b0, Param (M)=4.34, FLOPs (G)=300.172023.12 | 75.65 | 54.35 | 63.25 | 46.26 | |
| BAN-CF-SCDBackbone=MiT-b0, Param (M)=5.40, FLOPs (G)=316.262023.12 | 75.49 | 59.68 | 66.66 | 50 | |
| CFBackbone=MiT-b0, Param (M)=3.85, FLOPs (G)=11.38, re-implemented=true2023.12 | 74.26 | 46.79 | 57.41 | 40.26 | |
| MTGCD-NetBackbone=ResNet-50, Param (M)=91.85, FLOPs (G)=503.53, more auxiliary tasks=true2023.12 | 71.52 | 67.3 | 69.35 | 53.08 | |
| BiTBackbone=ResNet-18, Param (M)=2.99, FLOPs (G)=35.00, re-implemented=true2023.12 | 68.78 | 41.95 | 52.11 | 35.24 | |
| Change-MixBackbone=ResNet-502023.12 | 65.6 | 63.26 | 64.41 | 47.5 | |
| FC-Siam-ConcBackbone=ResNet-50, Param (M)=41.9, FLOPs (G)=434.552023.12 | 60.81 | 58.65 | 59.71 | 42.56 | |
| STANetBackbone=ResNet-50, Param (M)=25.96, FLOPs (G)=525.432023.12 | 60.35 | 61.92 | 61.12 | 44.01 | |
| FC-Siam-DiffBackbone=ResNet-50, Param (M)=30.75, FLOPs (G)=386.492023.12 | 60.33 | 60.06 | 60.2 | 43.06 | |
| DTCDSCNBackbone=SE-ResNet-34, Param (M)=41.07, FLOPs (G)=60.872023.12 | 54.22 | 56.89 | 55.53 | 38.43 | |
| FC-EFBackbone=ResNet-50, Param (M)=30.75, FLOPs (G)=285.502023.12 | 40.76 | 30.76 | 35.04 | 21.24 |