Time Series Anomaly Detection on SWaT (AUC-R, AUC-P, Aff-F1) benchmark leaderboard · SOTA2 Research

Time Series Anomaly Detection on SWaT (AUC-R, AUC-P, Aff-F1)

83.31AUC-RTimeRadar

Evaluation Results

Method	Links
TimeRadar2026.02		83.31	70.33	76.73
TimesFM2026.02		80.98	69.32	71.79
Chronos-Bolt2026.02		80.97	69.19	70.98
Time-MoE2026.02		80.96	69.21	69.02
DADA2026.02		79.96	50.59	73.7
TFMAE2026.02		56.04	13.99	68.89
DCdetector2026.02		49.86	12.16	69.03
SEMPO2026.02		47.22	10.93	60.31
Anomaly Transformer2026.02		39.69	11.71	69.39
D3R2026.02		30.01	9.45	74.39
ModernTCN2026.02		24.04	9.21	71.13
GPT4TS2026.02		23.64	8.41	70.11
CATCH2026.02		23.49	8.7	71.82