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ResearchFormerly WizWand

Anomaly Detection on vowels

0.9498AUPRCNPT-AD
0.0636160.2936830.523750.753817Oct 4, 2025Oct 31, 2025Nov 27, 2025Dec 24, 2025Jan 20, 2026Feb 16, 2026Mar 15, 2026
Updated 7mo ago

Evaluation results

MethodLinks
NPT-AD2025.100.9498
LLM-DASVariant=DRL2025.100.8918
AnoLLMModel Scale=35M2025.100.839
AnoLLMModel Scale=360M2025.100.599
DisentAD2026.030.5126
DRL2025.100.4506
DTE2025.100.381
MCM2026.030.3668
AutoEncoder2025.100.3475
LOF2025.100.3277
OFA-TAD2026.030.32
LUNAR2026.030.3179
DRL2026.030.3175
KNN2025.100.3146
LOF2026.030.3056
KNN2026.030.3021
AE2026.030.3018
OCSVM2025.100.2969
ECOD2025.100.1772
DeepSVDD2025.100.1717
ICL2025.100.1574
iForest2026.030.1156
LLM-DASVariant=PCA2025.100.109
DSVDD2026.030.1052
PCA2025.100.1051
IForest2025.100.0984
MCM2025.100.0977