Table 6 Statistical significance analysis of QFreqFormer against baseline models (forecast horizon = 336). Values represent p-values from 10 paired runs. Statistically significant differences at \(p<0.05\) are shown in blue.

From: Quantum-enhanced dual-layer graph attention network for time-series forecasting