Compared to traditional variety selection methods (Fig. and Fig. ), this AIEgen based strategy is reliable, convenient and can save a lot of time (Fig. ). This AIEgen-based imaging recognition platform also demonstrated negative correlations between fluorescence signal and root length under both stressful and stress-mitigating conditions. The findings suggested that Vicia faba L had higher resilience to the applied stressors, while ZW6 seeds exhibited a lower tolerance to these specific stressors, and the cultivation strategies for ZW11 should avoid soils with high salt content. Moreover, in an alkaline soil, the harvesting results of Sweet crispy and Vicia faba L captured after 228 days planting, were 100% consistent with the fluorescence signal detection results observed at the early germination stage that taking 73 h.