Table 9.

Ablation Study Results. The bold font indicates best performance under each metric.

Model Variant	Pre.	Rec.	F1	DL(s)	FAR
TLAN (Full)	0.912	0.894	0.903	1.63	0.062
w/o Multi-scale	0.885	0.868	0.876	1.82	0.073
w/o temporal logical	0.873	0.856	0.864	1.95	0.081
w/o Cross-Component	0.891	0.872	0.881	1.78	0.070
w/o Adaptive Detection	0.895	0.877	0.886	1.71	0.068