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ResearchFormerly WizWand

Change Detection on SECOND (trained on BANDON)

68.1F1 ScoreLaVIDE (CLIP)
30.6640.3850.159.82Nov 29, 2024
Updated 5mo ago

Evaluation results

MethodLinks
LaVIDE (CLIP)Type=Language-Vision, Params.(M)=59.5, FLOPs(G)=389.92024.1168.151.5
LaVIDE (GeoRSCLIP)Type=Language-Vision, Params.(M)=59.5, FLOPs(G)=389.92024.1168.151.7
MapFormerType=Vision, Params.(M)=34.5, FLOPs(G)=90.12024.1167.350.7
ChangeFormerType=Vision, Params.(M)=41.1, FLOPs(G)=1590.02024.1165.148.3
CGNetType=Vision, Params.(M)=48.4, FLOPs(G)=660.52024.116548.1
FHDType=Vision, Params.(M)=29.2, FLOPs(G)=118.12024.1164.247.3
SETR PUPType=Category, Params.(M)=307.8, FLOPs(G)=115.72024.1151.234.4
SegFormerType=Category, Params.(M)=27.5, FLOPs(G)=37.72024.1151.234.4
ChangeMambaType=Vision, Params.(M)=91.6, FLOPs(G)=209.52024.1150.433.7
UPerNetType=Category, Params.(M)=59.8, FLOPs(G)=442.92024.1148.131.7
SSG2Type=Category, Params.(M)=72.4, FLOPs(G)=569.52024.1147.931.5
CDMambaType=Vision, Params.(M)=19.2, FLOPs(G)=243.02024.114226.6
SNUNetType=Vision, Params.(M)=3.3, FLOPs(G)=110.62024.1139.624.7
ChangerExType=Vision, Params.(M)=26.6, FLOPs(G)=75.42024.1132.119.1