Change Detection on Average of SYSU, LEVIR, GVLM, CLCD, and OSCD
84.8PrecisionChangeMamba
Evaluation results
| Method | Links | |||
|---|---|---|---|---|
| ChangeMambatraining_setup=Supervised2026.02 | 84.8 | 73.4 | 78 | |
| MaSoNtraining_setup=Supervised2026.02 | 83.7 | 78.6 | 81 | |
| CaCotraining_setup=Supervised2026.02 | 82 | 75 | 78.2 | |
| SatMAEtraining_setup=Supervised2026.02 | 82 | 75.1 | 78.3 | |
| BiFAtraining_setup=Supervised2026.02 | 81.8 | 70.8 | 74.8 | |
| GFMtraining_setup=Supervised2026.02 | 81.8 | 75.6 | 78.5 | |
| SwinSUNettraining_setup=Supervised2026.02 | 81.1 | 73.9 | 76.9 | |
| MTPtraining_setup=Supervised2026.02 | 80.3 | 79.4 | 79.2 | |
| ChFormertraining_setup=Supervised2026.02 | 77.3 | 69.6 | 73 | |
| BITtraining_setup=Supervised2026.02 | 75.2 | 70 | 72.4 | |
| FCS-Difftraining_setup=Supervised2026.02 | 66.2 | 66.5 | 64.1 | |
| MaSoNFPS [img/s]=39.7, Param. [M]=337.52026.02 | 44.4 | 67.2 | 50.6 | |
| S2C (DINOv3)FPS [img/s]=3.8, Param. [M]=303.6, Backbone=DINOv32026.02 | 41.4 | 42.1 | 36.5 | |
| DynE. (DINOv3)FPS [img/s]=0.3, Param. [M]=877.6, Backbone=DINOv32026.02 | 34.9 | 42 | 36.2 | |
| DynEarthFPS [img/s]=0.3, Param. [M]=877.62026.02 | 30.8 | 45.9 | 35 | |
| DCVAFPS [img/s]=0.4, Param. [M]=0.52026.02 | 30 | 9.3 | 9.6 | |
| HySCDGFPS [img/s]=41.0, Param. [M]=65.12026.02 | 29.2 | 65.2 | 25.5 | |
| AnyChangeFPS [img/s]=0.4, Param. [M]=641.12026.02 | 26 | 43 | 29 | |
| SCMFPS [img/s]=1.2, Param. [M]=223.52026.02 | 21.6 | 30.1 | 23.3 | |
| DINOv3-CVAFPS [img/s]=24.4, Param. [M]=303.12026.02 | 19 | 80.4 | 28.7 | |
| Changen2-S9FPS [img/s]=33.3, Param. [M]=99.92026.02 | 17.3 | 39.4 | 20.2 | |
| Pixel DifferenceFPS [img/s]=456.4, Param. [M]=0.02026.02 | 16.2 | 49.3 | 22 | |
| I3PEFPS [img/s]=65.9, Param. [M]=24.92026.02 | 15.6 | 24.8 | 17.2 |