List your company
ResearchFormerly WizWand

Anomaly Detection on Amazon (AUC-ROC)

0.8556AUC-ROCOWLEYE
0.456760.5603050.663850.767395Jan 27, 2026Feb 19, 2026Mar 15, 2026Apr 7, 2026May 1, 2026May 24, 2026Jun 17, 2026
Updated 4mo ago

Evaluation results

MethodLinks
OWLEYEEvaluation Protocol=Unsupervised (zero-shot)2026.010.8556
ARCzeroLearning Paradigm=Generalist, Zero-shot=true2026.020.8376
AnomalyGFMLearning Paradigm=Generalist2026.020.8316
CAREEvaluation Protocol=Unsupervised (zero-shot)2026.010.8309
ARCLearning Paradigm=Generalist2026.020.8067
TAMEvaluation Protocol=Unsupervised (zero-shot)2026.010.7604
ARCLearning Paradigm=Generalist2026.020.7586
ARCzeroLearning Paradigm=Generalist, Zero-shot=true2026.020.753
RelADCategory=Proposed RAD Method2026.060.7437
GHRNEvaluation Protocol=Supervised (10-shots)2026.010.7435
ARCEvaluation Protocol=Unsupervised (zero-shot)2026.010.7254
UNPromptLearning Paradigm=Generalist2026.020.7029
BWGNNEvaluation Protocol=Supervised (10-shots)2026.010.6975
DRLCategory=TAD Methods2026.060.674
UNPromptEvaluation Protocol=Unsupervised (zero-shot)2026.010.6684
DOMINANTEvaluation Protocol=Unsupervised (zero-shot)2026.010.6473
CTADBase Detector=KNN2026.020.6018
AutoEncoder2026.020.6004
CTADBase Detector=DRL2026.020.5865
DRL2026.020.5806
CTADBase Detector=MCM2026.020.5784
KNN2026.020.5768
DTE2026.020.5671
MCM2026.020.5615
ICL2026.020.5596
IForest2026.020.5593
GOAD2026.020.5584
PCA2026.020.549
SLGADEvaluation Protocol=Unsupervised (zero-shot)2026.010.5463
KNNCategory=TAD Methods2026.060.544
IsoForestCategory=TAD Methods2026.060.5427
OCSVM2026.020.5418
ECOD2026.020.5379
NeuTraLAD2026.020.5187
LOFCategory=TAD Methods2026.060.5162
DeepSVDD2026.020.5095
LUNARCategory=TAD Methods2026.060.5
FreeGADCategory=GAD Methods2026.060.4961
PREMCategory=GAD Methods2026.060.488
MCMTADCategory=TAD Methods2026.060.4721