Anomaly Detection on Swan benchmark leaderboard · SOTA2 Research

Anomaly Detection on Swan

90.57F1PATransformer

Evaluation Results

Method	Links
Transformer2026.07		90.57	80.1	88.21
LSTM-VAE2026.07		89.88	79.14	87.36
LSTM-VAE2026.07		89.18	64.94	79.38
OmniAnomaly2026.07		89.16	62.2	78.21
OmniAnomaly2026.07		89.16	62.2	78.21
LSTM-VAE2026.07		89.15	61.32	77.63
USAD2026.07		89.14	62.79	78.47
USAD2026.07		89.14	62.79	78.47
OmniAnomaly2026.07		89.05	58.55	73.4
USAD2026.07		89.02	60.64	74.53
Transformer2026.07		89.02	72.58	83.3
Transformer2026.07		88.98	66.29	80.26
AT2026.07		87.98	61.5	76.96
VTT-PAT2026.07		84.78	78.81	83.94
VTT-SAT2026.07		84.66	71.97	82.41
AT2026.07		84.42	4.77	7.06
VTT-SAT2026.07		84.34	60.94	74.51
VTT-PAT2026.07		84.34	60.8	75.51
VTT-PAT2026.07		84.34	60.8	73.15
VTT-SAT2026.07		84.33	60.84	76.21
AT2026.07		83.81	5	7.25