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ResearchFormerly WizWand

Anomaly Detection on Mammography (AUC-PR)

84.06AUC-PRDRL
2.492823.668944.84566.0211Oct 4, 2025Nov 9, 2025Dec 16, 2025Jan 21, 2026Feb 27, 2026Apr 4, 2026May 11, 2026
Updated 5mo ago

Evaluation results

MethodLinks
DRL2025.1084.06
AnoLLMModel Scale=35M2025.1059.2
LLM-DASVariant=PCA2025.1057.93
RTTADk=32026.0554.07
ECOD2025.1053.8
LLM-DASVariant=DRL2025.1052.88
LUNARk=32026.0549.62
LOFk=32026.0549.27
ECODk=32026.0548.62
DeepSVDDk=32026.0548.12
MCMk=32026.0547.81
MCM2025.1047.55
OCSVMk=32026.0545.82
DIFk=32026.0545.07
DeepSVDD2025.1041.9
OCSVM2025.1041.78
PCA2025.1041.65
LOF2025.1040.63
DTE2025.1039.85
KNN2025.1038.1
NPT-AD2025.1036.4
AnoLLMModel Scale=360M2025.1036.4
EPHADk=32026.0535.3
IForest2025.1033.34
GOADk=32026.0532.93
Iforestk=32026.0527.13
AutoEncoder2025.1025.3
ICL2025.1018.94
ICLk=32026.0515.6
SLADk=32026.0514.67
DRLk=32026.0510.22
TTADk=32026.058.61
NeuTraLADk=32026.055.63