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ResearchFormerly WizWand

Unsupervised Image Segmentation on Potsdam 3-class (test)

80.4AccuracyDepthG
36.51247.90659.370.694Jul 16, 2020Jan 25, 2021Aug 7, 2021Feb 17, 2022Aug 29, 2022Mar 11, 2023Sep 21, 2023
Updated 8mo ago

Evaluation results

MethodLinks
DepthGModel=ViT-S/82023.0980.4
DepthGModel=ViT-S/8, 3D-LHP=true2023.0980.4
STEGOModel=ViT-S/82023.0977
DINOModel=ViT-S/82023.0971.3
AC2020.0766.5
IIC 20192020.0765.1
IICModel=VGG112023.0965.1
Isola 20162020.0763.9
CCModel=VGG112023.0963.9
Doersch 20152020.0749.6
K-means2020.0745.7
DeepCluster 20182020.0741.7
DeepClusterModel=VGG112023.0941.7
Random CNN2020.0738.2
SIFT2020.0738.2