Anomaly Detection on FSB sequence type benchmark leaderboard · SOTA2 Research

Anomaly Detection on FSB sequence type

0.88Performance (Sine Sequence)tcNF-base

Evaluation Results

Method	Links
tcNF-base2026.03		0.88	0.72	0.97	0.95	0.94	0.85
tcNF-mlp2026.03		0.85	0.66	0.9	0.95	0.81	0.84
tcNF-cnn2026.03		0.85	0.67	0.92	0.96	0.92	0.85
PCA2026.03		0.83	0.61	0.89	0.98	0.42	0.7
GDN2026.03		0.83	0.56	0.81	0.82	0.85	0.76
tcNF-stateless2026.03		0.82	0.65	0.91	0.96	0.87	0.86
RealNVP2026.03		0.8	0.64	0.88	0.97	0.75	0.76
KNN2026.03		0.78	0.62	0.14	0.96	0.76	0.63
CBLOF2026.03		0.77	0.69	0.52	0.85	0.78	0.71
Torsk2026.03		0.75	0.74	0.51	—	0.85	—
iForest2026.03		0.75	0.56	0.75	0.91	0.7	0.67
COF2026.03		0.74	0.77	0.6	0.86	0.81	0.69
IF-LOF2026.03		0.74	0.61	0.75	0.94	0.79	0.6
DAMP2026.03		0.69	0.7	0.87	0.93	0.57	0.64
HBOS2026.03		0.64	0.64	0.47	0.63	0.71	0.69
PCC2026.03		0.55	0.53	0.7	0.62	0.54	0.66