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ResearchFormerly WizWand

Dense Anomaly Detection on SMIYC AnomalyTrack

82.9APRoad Inpaint.
1.67622.76343.8564.937Dec 23, 2021Jan 24, 2022Feb 26, 2022Mar 30, 2022May 2, 2022Jun 3, 2022Jul 6, 2022
Updated 8mo ago

Evaluation results

MethodLinks
Road Inpaint.Aux data=false, Img rsyn=true2022.0782.935.8
SynBoostAux data=true, Img rsyn=true2022.0781.74.6
DenseHybridAux data=true, Img rsyn=false2022.0778.72.1
DenseHybridAux data=true, Img rsyn=false2022.07789.8
JSRNetAux data=false, Img rsyn=true2022.0774.26.6
Embed. Dens.Aux data=false, Img rsyn=false2022.0761.710.4
Image Resyn.Aux data=false, Img rsyn=true2022.0757.18.8
NFlowJSAux data=false, Image Resynthesis=false2021.1256.934.7
SynBoostAux data=true, Img rsyn=true2022.0756.461.9
SynBoostAux data=true, Image Resynthesis=true2021.1256.461.9
MahalanobisAux data=false, Img rsyn=false2022.075512.9
ODINAux data=false, Img rsyn=false2022.0752.930
Image Resyn.Aux data=false, Img rsyn=true2022.0752.325.9
Image Resyn.Aux data=false, Image Resynthesis=true2021.1252.325.9
Embed. Dens.Aux data=false, Img rsyn=false2022.0737.570.8
Embed. Dens.Aux data=false, Image Resynthesis=false2021.1237.570.8
MC DropoutAux data=false, Img rsyn=false2022.0736.835.6
Void ClassifierAux data=true, Img rsyn=false2022.0736.663.5
Void ClassifierAux data=false, Image Resynthesis=true2021.1236.663.5
JSRNetAux data=false, Img rsyn=true2022.0733.643.9
JSRNetAux data=false, Image Resynthesis=false2021.1233.643.9
ODINAux data=false, Img rsyn=false2022.0733.171.7
ODINAux data=false, Image Resynthesis=false2021.1233.171.7
Max softmaxAux data=false, Img rsyn=false2022.0730.133.2
MC DropoutAux data=false, Img rsyn=false2022.0728.969.5
MC DropoutAux data=false, Image Resynthesis=false2021.1228.969.5
Max softmaxAux data=false, Img rsyn=false2022.072872.1
Max softmaxAux data=false, Image Resynthesis=false2021.122872.1
MahalanobisAux data=false, Img rsyn=false2022.072087
Void ClassifierAux data=true, Img rsyn=false2022.074.847