Share your thoughts, 1 month free Claude Pro on usSee more

Time Series Anomaly Detection on CalIt2

0.797AUC-ROC

VAN-AD

Updated 2mo ago

Evaluation Results

Method	Links
VAN-AD 2026.03		0.797	0.108	0.953	0.414
iTrans 2026.03		0.791	0.106	0.809	0.11
PCA 2026.03		0.79	0.073	0.786	0.103
CATCH 2026.03		0.772	0.089	0.796	0.101
CBLOF 2026.03		0.772	0.093	0.808	0.111
CAROTS 2026.03		0.767	0.188	0.903	0.375
DADA 2026.03		0.759	0.09	0.796	0.096
Timer 2026.03		0.739	0.079	0.785	0.096
GPT4TS 2026.03		0.731	0.082	0.766	0.087
Modern 2026.03		0.691	0.063	0.74	0.079
CALF 2026.03		0.614	0.052	0.668	0.06
MtsCID 2026.03		0.61	0.048	0.643	0.326
KNN 2026.03		0.539	0.037	0.514	0.101
LOF 2026.03		0.509	0.035	0.532	0.061
ContraAD 2026.03		0.472	0.026	0.425	0.04
DualTF 2026.03		0.421	0.029	0.431	0.041