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ResearchFormerly WizWand

Outlier Detection on Yeast (AUC-PR)

0.5504AUC-PRLUNAR
0.2764640.3475820.41870.489818Oct 4, 2025Oct 31, 2025Nov 27, 2025Dec 24, 2025Jan 20, 2026Feb 16, 2026Mar 15, 2026
Updated 7mo ago

Evaluation results

MethodLinks
LUNAR2026.030.5504
DRL2025.100.5416
LLM-DASVariant=DRL2025.100.5281
DisentAD2026.030.5125
ICL2025.100.5097
LLM-DASVariant=PCA2025.100.5053
DRL2026.030.503
DTE2025.100.4974
DeepSVDD2025.100.4953
ECOD2025.100.4943
OFA-TAD2026.030.4912
NPT-AD2025.100.4888
LOF2026.030.4866
LOF2025.100.4866
DSVDD2026.030.4858
AutoEncoder2025.100.4833
KNN2026.030.4821
OCSVM2025.100.4803
AE2026.030.4799
MCM2026.030.4766
KNN2025.100.4737
iForest2026.030.4697
PCA2025.100.4678
IForest2025.100.4654
MCM2025.100.4631
DevNetlabeled_outliers=52025.120.431
DevNetlabeled outliers=52025.120.431
PReNetlabeled_outliers=52025.120.427
PReNetlabeled outliers=52025.120.427
FEAWADlabeled_outliers=52025.120.409
FEAWADlabeled outliers=52025.120.409
CODlabeled_outliers=52025.120.335
GDOFlabeled outliers=52025.120.332
ECODlabeled_outliers=52025.120.331
ECODlabeled outliers=52025.120.331
DeepSVDDlabeled_outliers=52025.120.328
DeepSVDDlabeled outliers=52025.120.328
WFRDAlabeled_outliers=52025.120.324
WFRDAlabeled outliers=52025.120.324
IForestlabeled_outliers=52025.120.319
DeepSADlabeled_outliers=52025.120.319
DeepSADlabeled outliers=52025.120.319
LUNARlabeled outliers=52025.120.314
SODlabeled_outliers=52025.120.307
AnoLLMModel Scale=360M2025.100.302
AnoLLMModel Scale=35M2025.100.301
DIFlabeled outliers=52025.120.291
REPENlabeled_outliers=52025.120.287
REPENlabeled outliers=52025.120.287