While long continuous rule likely indicates being less than fully democratic, it doesn't per se mean it is.

Japan's LDP was in power for 38 years straight and only was kicked out of office by an economic downturn and corruption scandal (which Singapore has tended to avoid better). It then returned to power again for the next 15 years.

That doesn't make Japan a dictatorship.