Unsupervised Change Detection on OSCD
0.435F1 ScoreMaSoN
Evaluation results
| Method | Links | |
|---|---|---|
| MaSoNFPS [img/s]=39.7, Param. [M]=337.52026.02 | 0.435 | |
| DCVAFPS [img/s]=0.4, Param. [M]=0.52026.02 | 0.389 | |
| DynEarthFPS [img/s]=0.3, Param. [M]=877.62026.02 | 0.266 | |
| AnyChangeFPS [img/s]=0.4, Param. [M]=641.12026.02 | 0.261 | |
| DINOv3-CVAFPS [img/s]=24.4, Param. [M]=303.12026.02 | 0.213 | |
| Pixel DifferenceFPS [img/s]=456.4, Param. [M]=0.02026.02 | 0.185 | |
| DynE. (DINOv3)FPS [img/s]=0.3, Param. [M]=877.6, Backbone=DINOv32026.02 | 0.182 | |
| HySCDGFPS [img/s]=41.0, Param. [M]=65.12026.02 | 0.172 | |
| SCMFPS [img/s]=1.2, Param. [M]=223.52026.02 | 0.166 | |
| S2C (DINOv3)FPS [img/s]=3.8, Param. [M]=303.6, Backbone=DINOv32026.02 | 0.051 | |
| I3PEFPS [img/s]=65.9, Param. [M]=24.92026.02 | 0.036 | |
| Changen2-S9FPS [img/s]=33.3, Param. [M]=99.92026.02 | 0.015 |