Time Series Anomaly Detection on SMD (VUS-ROC, VUS-PR) benchmark leaderboard · SOTA2 Research

Time Series Anomaly Detection on SMD (VUS-ROC, VUS-PR)

0.9081VUS-ROCSCAN

Evaluation Results

Method	Links
SCAN2026.06		0.9081	0.3203
CrossAD2026.06		0.858	0.2344
TimesNet2026.06		0.842	0.204
DADA2026.06		0.8276	0.1624
TimeMixer2026.06		0.7711	0.1391
ModernTCN2026.06		0.7707	0.1596
GPT4TS2026.06		0.7679	0.1745
KAN-AD2026.06		0.7657	0.1593
AE2026.06		0.756	0.1542
IForest2026.06		0.7224	0.1304
PCA2026.06		0.7174	0.1529
CAE2026.06		0.7174	0.1376
Omni2026.06		0.708	0.134
LSTM2026.06		0.7001	0.1395
DAGMM2026.06		0.6988	0.1496
LOF2026.06		0.6893	0.1076
LODA2026.06		0.6745	0.1213
HBOS2026.06		0.667	0.1102
OCSVM2026.06		0.6451	0.1131
MEMTO2026.06		0.5165	0.0824
MtsCID2026.06		0.5162	0.0815
DC2026.06		0.5145	0.0814
AT2026.06		0.5117	0.0796