Conventional scintillation detectors are receiving growing attention by the user community, for instance, to reproduce the WIMP annual modulation signal of the DAMA/LIBRA experiment and the first observation of the neutrino nucleus coherent scattering of the COHERENT experiment. By examining the current international and domestic achievements and its related detector developments, we would like to discuss and develop future dark matter and neutrino searches with the scintillation detectors.