In association with past global warming, advanced spring phenological events have been observed worldwide. The global average temperature will continuously increase approximately 2 °C to 4 °C within this century. However, whether spring phenology will continue to advance in a future warmer world remains largely uncertain. Through a comprehensive analysis of global experimental data, we show that temperature sensitivities of spring leaf-out and flowering, expressed in days advance of spring phenological events per °C warming, decreased with the increase in warming extent. In particular, several species at higher elevations showed delayed spring phenology when warming exceeded 4 °C. Using whole-tree-chamber experiment involving nine tree species, we also observed a significant decrease in the temperature sensitivity of spring budbreak in response to warming in both winter and spring. Especially in winter, although there was a slight advance in budbreak under +2 °C, a delay was observed under +4 °C. Using common garden experiments of 220 Arabidopsis accessions worldwide, we similarly found a warming-induced delayed flowering. Combining multi-experiment data, our study provides robust experimental evidence that spring phenology may move from being advanced to being delayed under future climate warming scenarios.