Märta Norberg (19 September 1922 – 19 December 2020) was a Swedish cross-country skier. She competed in the 1950s. She won two bronze medals in the 3 × 5 km relay at the FIS Nordic World Ski Championships (1954, 1958). Norberg finished fourth in the 10 km event at the 1952 Winter Olympics in Oslo. Norberg was born in Sidensjö, Sweden.