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ResearchFormerly WizWand

Outlier Detection on Yeast (AUC-ROC)

0.7674AUC-ROCLLM-DAS
0.3676240.4714120.57520.678988Oct 4, 2025Oct 17, 2025Oct 30, 2025Nov 12, 2025Nov 25, 2025Dec 8, 2025Dec 22, 2025
Updated 7mo ago

Evaluation results

MethodLinks
LLM-DASMethod Variant=PCA2025.100.7674
AnoLLMModel Size=135M2025.100.744
AnoLLMModel Size=360M2025.100.73
DevNetlabeled outliers=52025.120.602
PReNetlabeled outliers=52025.120.6
FEAWADlabeled outliers=52025.120.573
DRL2025.100.512
ICL2025.100.5076
DeepSVDDlabeled outliers=52025.120.491
LLM-DASMethod Variant=DRL2025.100.4905
DeepSVDD2025.100.479
DeepSADlabeled outliers=52025.120.474
NPT-AD2025.100.4691
LOF2025.100.4571
AutoEncoder2025.100.4503
SODlabeled outliers=52025.120.449
OCSVM2025.100.4483
ECOD2025.100.4464
CODlabeled outliers=52025.120.446
DTE2025.100.4458
ECODlabeled outliers=52025.120.445
KNN2025.100.4366
PCA2025.100.4324
IForestlabeled outliers=52025.120.43
MCM2025.100.4259
IForest2025.100.4095
WFRDAlabeled outliers=52025.120.395
REPENlabeled outliers=52025.120.383