Time Series Anomaly Detection on PSM (test) benchmark leaderboard · SOTA2 Research

Time Series Anomaly Detection on PSM (test)

99.7Affiliation PrecisionCOUTA

Evaluation Results

Method	Links
COUTA2026.05		99.7	86.41	92.58
U2AD2026.05		98.06	98.93	98.5
LSTM-VAE2026.05		91.65	81.64	86.36
NCAD2026.05		91.35	91.78	91.56
IsolationForest2026.05		90.04	83.28	86.52
Tcn-ED2026.05		86.88	89.9	88.36
HBOS2026.02		78.45	29.82	43.21
PCA2026.02		77.44	63.68	69.89
GPT4TS2026.02		73.61	91.13	81.44
ModernTCN2026.02		73.47	86.83	79.59
DADA2026.02		73.47	91.71	81.58
D3R2026.02		73.32	88.71	80.29
CAE-Ensemble2026.02		73.17	73.66	73.42
TimeRadar2026.02		71.49	96.22	82.03
IForest2026.02		69.66	88.79	78.07
Omni2026.02		69.2	80.79	74.55
DAGMM2026.02		68.22	70.5	69.34
SEMPO2026.02		62.28	88.39	73.07
LODA2026.02		62.22	87.38	72.69
AE2026.02		60.67	98.24	75.01
BeatGAN2026.02		58.81	99.08	73.81
OCSVM2026.02		57.51	58.11	57.81
LSTM2026.02		57.06	95.92	71.55
SensitiveHUE2026.02		56.15	98.75	71.59
DCdetector2026.02		54.72	86.36	66.99
Anomaly Transformer2026.02		54.26	82.18	65.37
TimeMoE2026.02		53.91	95.89	69.02
LOF2026.02		53.9	99.91	70.02
TimesFM2026.02		53.37	99.99	69.58
Chronos-Bolt2026.02		53.15	98.87	69.14
MEMTO2026.02		52.69	83.94	64.74