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Benchmarks
Unsupervised Change Detection on GVLM
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55.4
F1 Score
MaSoN
1.112
15.206
29.3
43.394
Feb 23, 2026
F1 Score
Updated 1mo ago
Evaluation Results
Method
Method
Links
F1 Score
MaSoN
FPS [img/s]=39.7, Para...
2026.02
55.4
S2C (DINOv3)
FPS [img/s]=3.8, Param...
2026.02
38.1
SCM
FPS [img/s]=1.2, Param...
2026.02
28
Pixel Difference
FPS [img/s]=456.4, Par...
2026.02
23.4
AnyChange
FPS [img/s]=0.4, Param...
2026.02
20.8
I3PE
FPS [img/s]=65.9, Para...
2026.02
20.3
DINOv3-CVA
FPS [img/s]=24.4, Para...
2026.02
19.3
DynE. (DINOv3)
FPS [img/s]=0.3, Param...
2026.02
19.3
Changen2-S9
FPS [img/s]=33.3, Para...
2026.02
19.1
HySCDG
FPS [img/s]=41.0, Para...
2026.02
17.3
DynEarth
FPS [img/s]=0.3, Param...
2026.02
16.6
DCVA
FPS [img/s]=0.4, Param...
2026.02
3.2
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