Change Detection on CLCD
84.5F1 ScoreChangeFlow
Evaluation results
| Method | Links | ||
|---|---|---|---|
| ChangeFlowvariant=10step, 5rep, FPS [img/s]=8.1±0.0, Param. [M]=403.32026.05 | 84.5 | 80.4 | |
| ChangeFlowvariant=1step, 5rep, FPS [img/s]=18.2 ±0.0, Param. [M]=403.32026.05 | 84.5 | 80.3 | |
| ChangeFlowvariant=10step, 1rep, FPS [img/s]=15.3 ±0.0, Param. [M]=403.32026.05 | 84.4 | 79.5 | |
| ChangeDINOFPS [img/s]=8.9±0.5, Param. [M]=311.12026.05 | 81.4 | 79.1 | |
| BTCFPS [img/s]=32.4±0.0, Param. [M]=120.12026.05 | 80.9 | 77.3 | |
| ChMambaFPS [img/s]=14.4±0.0, Param. [M]=92.42026.05 | 80.3 | 74.9 | |
| MTPFPS [img/s]=31.2±0.0, Param. [M]=107.82026.05 | 80.3 | 76.5 | |
| SatDiFuserFPS [img/s]=1.8±0.0, Param. [M]=1413.62026.05 | 79.1 | 76.6 | |
| GFMFPS [img/s]=44.9±0.1, Param. [M]=120.52026.05 | 77.5 | 75.7 | |
| MaskCDFPS [img/s]=6.5±0.0, Param. [M]=107.42026.05 | 76.6 | 71.4 | |
| SwinSUNetFPS [img/s]=33.1±0.1, Param. [M]=43.62026.05 | 75.8 | 73.6 | |
| BiFAFPS [img/s]=32.2±0.0, Param. [M]=9.92026.05 | 74.5 | 71.3 | |
| DDPM-CDFPS [img/s]=4.6±0.0, Param. [M]=437.52026.05 | 71.4 | 70 | |
| HySCDGFPS [img/s]=41.0±0.1, Param. [M]=65.12026.05 | 64.3 | 71.9 | |
| ChFormerFPS [img/s]=36.2±0.0, Param. [M]=41.02026.05 | 60.8 | 69.1 | |
| FC-Siam-DiffFPS [img/s]=170.1±0.0, Param. [M]=1.42026.05 | 54.1 | 61.5 | |
| GCD-DDPMFPS [img/s]=0.02±0.0, Param. [M]=131.92026.05 | 46.9 | 49.8 |