Change Detection on SYSU
85.6F1 ScoreChangeFlow
Evaluation results
| Method | Links | |||||
|---|---|---|---|---|---|---|
| ChangeFlowvariant=10step, 5rep, FPS [img/s]=8.1±0.0, Param. [M]=403.32026.05 | 85.6 | — | — | — | 80.4 | |
| ChangeFlowvariant=1step, 5rep, FPS [img/s]=18.2 ±0.0, Param. [M]=403.32026.05 | 85.6 | — | — | — | 80.3 | |
| ChangeDINOFPS [img/s]=8.9±0.5, Param. [M]=311.12026.05 | 83.9 | — | — | — | 79.1 | |
| ChangeFlowvariant=10step, 1rep, FPS [img/s]=15.3 ±0.0, Param. [M]=403.32026.05 | 83.9 | — | — | — | 79.5 | |
| BiFAtraining_setup=Supervised2026.02 | 83.8 | 87.4 | 80.4 | — | — | |
| BiFAFPS [img/s]=32.2±0.0, Param. [M]=9.92026.05 | 83.8 | — | — | — | 71.3 | |
| MaskCDFPS [img/s]=6.5±0.0, Param. [M]=107.42026.05 | 83.8 | — | — | — | 71.4 | |
| MaSoNtraining_setup=Supervised2026.02 | 83.7 | 90.7 | 77.6 | — | — | |
| SGSLNresolution=5122023.11 | 83.07 | 84.76 | 81.45 | 71.05 | — | |
| BTCFPS [img/s]=32.4±0.0, Param. [M]=120.12026.05 | 82.4 | — | — | — | 77.3 | |
| SGSLNresolution=2562023.11 | 82.38 | 83.28 | 81.5 | 70.04 | — | |
| SatDiFuserFPS [img/s]=1.8±0.0, Param. [M]=1413.62026.05 | 82 | — | — | — | 76.6 | |
| ChangeMambatraining_setup=Supervised2026.02 | 81.5 | 89.6 | 74.7 | — | — | |
| ChMambaFPS [img/s]=14.4±0.0, Param. [M]=92.42026.05 | 81.5 | — | — | — | 74.9 | |
| SatMAEtraining_setup=Supervised2026.02 | 81.4 | 89 | 75 | — | — | |
| MTPtraining_setup=Supervised2026.02 | 81.3 | 88.5 | 75.2 | — | — | |
| MTPFPS [img/s]=31.2±0.0, Param. [M]=107.82026.05 | 81.3 | — | — | — | 76.5 | |
| GFMtraining_setup=Supervised2026.02 | 81.2 | 89.7 | 74.3 | — | — | |
| GFMFPS [img/s]=44.9±0.1, Param. [M]=120.52026.05 | 81.2 | — | — | — | 75.7 | |
| SGSLNresolution=1282023.11 | 81.1 | 82.48 | 79.77 | 68.21 | — | |
| DARNet2023.11 | 81.03 | 83.04 | 79.11 | 68.11 | — | |
| DDPM-CDFPS [img/s]=4.6±0.0, Param. [M]=437.52026.05 | 80.5 | — | — | — | 70 | |
| CaCotraining_setup=Supervised2026.02 | 80.2 | 88.4 | 73.4 | — | — | |
| BiT2023.11 | 78.74 | 81.14 | 76.48 | 64.94 | — | |
| HySCDGFPS [img/s]=41.0±0.1, Param. [M]=65.12026.05 | 78.7 | — | — | — | 71.9 | |
| ChFormertraining_setup=Supervised2026.02 | 77.9 | 82.8 | 73.5 | — | — | |
| ChFormerFPS [img/s]=36.2±0.0, Param. [M]=41.02026.05 | 77.9 | — | — | — | 69.1 | |
| IFN2023.11 | 77.53 | 79.59 | 75.58 | 63.31 | — | |
| STANet2023.11 | 77.36 | 70.76 | 85.33 | 63.09 | — | |
| SNUNet2023.11 | 77.27 | 78.26 | 76.3 | 62.96 | — | |
| BITtraining_setup=Supervised2026.02 | 77 | 79.1 | 75.1 | — | — | |
| SwinSUNettraining_setup=Supervised2026.02 | 76.6 | 89.2 | 67.2 | — | — | |
| SwinSUNetFPS [img/s]=33.1±0.1, Param. [M]=43.62026.05 | 76.6 | — | — | — | 73.6 | |
| FC-Siam-Conc2023.11 | 76.35 | 82.54 | 71.03 | 61.75 | — | |
| FC-EF2023.11 | 75.07 | 74.32 | 75.84 | 60.09 | — | |
| FC-Siam-Diff2023.11 | 72.58 | 89.13 | 61.21 | 56.96 | — | |
| FCS-Difftraining_setup=Supervised2026.02 | 70.8 | 83.5 | 61.5 | — | — | |
| FC-Siam-DiffFPS [img/s]=170.1±0.0, Param. [M]=1.42026.05 | 70.8 | — | — | — | 61.5 | |
| GCD-DDPMFPS [img/s]=0.02±0.0, Param. [M]=131.92026.05 | 64.5 | — | — | — | 49.8 |