Anomaly Detection on musk benchmark leaderboard · SOTA2 Research

Anomaly Detection on musk

100AUPRCLOF

Evaluation Results

Method	Links
LOF2026.03		100
KNN2026.03		100
AE2026.03		100
OFA-TAD2026.03		100
LOF2025.10		100
PCA2025.10		100
DeepSVDD2025.10		100
AutoEncoder2025.10		100
ICL2025.10		100
DTE2025.10		100
NPT-AD2025.10		100
DRL2025.10		100
AnoLLM2025.10		100
AnoLLM2025.10		100
LLM-DAS2025.10		100
DRL2026.03		99.86
LLM-DAS2025.10		99.69
MCM2026.03		99.17
KNN2025.10		99.17
ECOD2025.10		98.2
LUNAR2026.03		92.79
DSVDD2026.03		89.27
DisentAD2026.03		78.08
iForest2026.03		77.2
MCM2025.10		63.9
IForest2025.10		52.79
OCSVM2025.10		6.14