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ResearchFormerly WizWand

Change Detection on BANDON

0.73F1 Score (%)LaVIDE (CLIP)
0.206880.342690.47850.61431Nov 29, 2024
Updated 5mo ago

Evaluation results

MethodLinks
LaVIDE (CLIP)Type=Language-Vision, Params.(M)=59.5, FLOPs(G)=389.92024.110.730.575
LaVIDE (GeoRSCLIP)Type=Language-Vision, Params.(M)=59.5, FLOPs(G)=389.92024.110.7270.571
MapFormerType=Vision, Params.(M)=34.5, FLOPs(G)=90.12024.110.7140.555
CGNetType=Vision, Params.(M)=48.4, FLOPs(G)=660.52024.110.7130.554
ChangeFormerType=Vision, Params.(M)=41.1, FLOPs(G)=1590.02024.110.6980.536
FHDType=Vision, Params.(M)=29.2, FLOPs(G)=118.12024.110.690.527
ChangeMambaType=Vision, Params.(M)=91.6, FLOPs(G)=209.52024.110.5550.384
CDMambaType=Vision, Params.(M)=19.2, FLOPs(G)=243.02024.110.4870.322
SNUNetType=Vision, Params.(M)=3.3, FLOPs(G)=110.62024.110.420.266
ChangerExType=Vision, Params.(M)=26.6, FLOPs(G)=75.42024.110.2630.152
SegFormerType=Category, Params.(M)=27.5, FLOPs(G)=37.72024.110.2510.144
SETR PUPType=Category, Params.(M)=307.8, FLOPs(G)=115.72024.110.2480.142
SSG2Type=Category, Params.(M)=72.4, FLOPs(G)=569.52024.110.2370.134
UPerNetType=Category, Params.(M)=59.8, FLOPs(G)=442.92024.110.2270.128