Methods to measure cardiovascular fitness include the VO2 max test, which assesses the maximum amount of oxygen the body can utilize during intense exercise. Other approaches include the 1.5-mile run or 12-minute swim tests, which evaluate endurance. Additionally, resting heart rate and recovery heart rates can provide insights into cardiovascular fitness levels, helping individuals track their fitness progress and cardiovascular health.