Comparison between observed F10.7 values and forecasting results under different solar activity phases. Ground Truth denotes the observed F10.7 values, whereas DBF-F10.7, SCF, and IDF-Sum denote the three forecasting settings. (a) A representative sample from the low-activity period during 2018–2020. (b) A representative sample from the enhanced-activity period during 2022–2023.