Unsupervised Change Detection on GVLM
55.4F1 ScoreMaSoN
Evaluation Results
| Method | Links | |
|---|---|---|
| MaSoNFPS [img/s]=39.7, Param. [M]=337.52026.02 | 55.4 | |
| S2C (DINOv3)FPS [img/s]=3.8, Param. [M]=303.6, Backbone=DINOv32026.02 | 38.1 | |
| SCMFPS [img/s]=1.2, Param. [M]=223.52026.02 | 28 | |
| Pixel DifferenceFPS [img/s]=456.4, Param. [M]=0.02026.02 | 23.4 | |
| AnyChangeFPS [img/s]=0.4, Param. [M]=641.12026.02 | 20.8 | |
| I3PEFPS [img/s]=65.9, Param. [M]=24.92026.02 | 20.3 | |
| DINOv3-CVAFPS [img/s]=24.4, Param. [M]=303.12026.02 | 19.3 | |
| DynE. (DINOv3)FPS [img/s]=0.3, Param. [M]=877.6, Backbone=DINOv32026.02 | 19.3 | |
| Changen2-S9FPS [img/s]=33.3, Param. [M]=99.92026.02 | 19.1 | |
| HySCDGFPS [img/s]=41.0, Param. [M]=65.12026.02 | 17.3 | |
| DynEarthFPS [img/s]=0.3, Param. [M]=877.62026.02 | 16.6 | |
| DCVAFPS [img/s]=0.4, Param. [M]=0.52026.02 | 3.2 |