Barisan Sosialis
Toh was a tenacious fighter in the battle against the Barisan Sosialis party, a splinter group from the PAP. He managed to defeat Barisan chairman Lee Siew Choh by a mere 89 votes in the 1963 Singapore general election, his narrowest electoral victory.