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ResearchFormerly WizWand

Anomaly Detection on Weibo (AUROC)

0.9288AUROCDOMINANT
0.1320560.3389030.545750.752597Jan 27, 2026Feb 15, 2026Mar 7, 2026Mar 27, 2026Apr 16, 2026May 6, 2026May 26, 2026
Updated 5mo ago

Evaluation results

MethodLinks
DOMINANTLearning Paradigm=Unsupervised, Training Protocol=Pre-Train Only2026.020.9288
DOMINANTzero-shot setting=true, pre-training paradigm=Unsupervised - Pre-Train Only2026.050.9288
ProMoSzero-shot setting=true2026.050.9174
ARCLearning Paradigm=Generalist2026.020.8885
ARCzeroLearning Paradigm=Generalist, Zero-shot=true2026.020.8871
OWLEYEEvaluation Protocol=Unsupervised (zero-shot)2026.010.8749
ARCEvaluation Protocol=Unsupervised (zero-shot)2026.010.8715
CAREEvaluation Protocol=Unsupervised (zero-shot)2026.010.8634
DOMINANTEvaluation Protocol=Unsupervised (zero-shot)2026.010.8542
GHRNEvaluation Protocol=Supervised (10-shots)2026.010.8279
GCNzero-shot setting=true, pre-training paradigm=Supervised - Pre-Train Only2026.050.7664
TAMzero-shot setting=true, pre-training paradigm=Unsupervised - Pre-Train Only2026.050.7154
TAMEvaluation Protocol=Unsupervised (zero-shot)2026.010.7133
UNPromptEvaluation Protocol=Unsupervised (zero-shot)2026.010.6694
HCM-Azero-shot setting=true, pre-training paradigm=Unsupervised - Pre-Train Only2026.050.6552
BWGNNEvaluation Protocol=Supervised (10-shots)2026.010.6128
SLGADEvaluation Protocol=Unsupervised (zero-shot)2026.010.6016
BWGNNzero-shot setting=true, pre-training paradigm=Supervised - Pre-Train Only2026.050.5338
GATzero-shot setting=true, pre-training paradigm=Supervised - Pre-Train Only2026.050.5306
GHRNzero-shot setting=true, pre-training paradigm=Supervised - Pre-Train Only2026.050.5187
AnomalyGFMzero-shot setting=true, pre-training paradigm=Supervised - Pre-Train Only2026.050.5124
UNPromptzero-shot setting=true, pre-training paradigm=Supervised - Pre-Train Only2026.050.4494
BGNNzero-shot setting=true, pre-training paradigm=Supervised - Pre-Train Only2026.050.3275
CoLAzero-shot setting=true, pre-training paradigm=Unsupervised - Pre-Train Only2026.050.1627