Smart materials dynamically sense and respond to physiological signals like reactive oxygen species (ROS), pH, and light, surpassing traditional materials such as poly(lactic-co-glycolic acid), which have high drug loss rates and limited spatiotemporal control. These innovative materials offer new strategies for ophthalmic treatments, with core advantages including targeted delivery via ROS-sensitive nanocarriers, precise regulation through microvalves, and multifunctional integration, such as glucose-responsive contact lenses that create a "sensing-treatment" loop. However, challenges remain, like pathological microenvironment interference with material response specificity, and the need to address long-term biocompatibility and energy dependence issues. This article systematically examines three key treatment barriers: the blood-ocular barrier, immune rejection, and physiological fluctuations, while reviewing innovative smart material design strategies. Future research should focus on biomimetic interface engineering, for example, cornea mimicking nanostructures, AI-driven dynamic optimization like causal network-regulated drug release, and multidisciplinary approaches combining gene editing with smart materials. These efforts aim to shift from structural replacement to physiological function simulation, enabling precise treatment of ophthalmic diseases. Clinical translation must balance innovation with safety, prioritizing clinical value to ensure reliable, widespread application of smart materials in ophthalmology.