Time-Series Anomaly Detection on YAHOO benchmark leaderboard · SOTA2 Research

Time-Series Anomaly Detection on YAHOO

0.841PrecisionAnomaMind

Evaluation Results

Method	Links
AnomaMind2026.02		0.841	0.837	0.821	0.835	0.834
Chronos2026.02		0.61	0.859	0.684	0.812	0.741
TimesFM2026.02		0.551	0.868	0.653	0.85	0.73
SR2026.02		0.499	0.678	0.531	0.714	0.606
LSTMAD2026.02		0.394	0.449	0.36	0.504	0.427
CNN2026.02		0.355	0.478	0.399	0.515	0.437
LLMAD2026.02		0.261	0.536	0.352	0.371	0.38
M2N22026.02		0.23	0.459	0.296	0.49	0.369
LLM-TSAD2026.02		0.196	0.734	0.255	0.255	0.36
FFT-AD2026.02		0.134	0.225	0.135	0.193	0.172
OFA2026.02		0.023	0.193	0.103	0.153	0.118
TransAD2026.02		0.007	0.015	0.082	0.113	0.054