Do symptoms like muscle pain go away quickly?

Depends. There are many factors to consider i.E mechanism of injury, severity of strain, which muscle is involved etc. That being said, generally, muscle pain/spasm/strains should resolve with relative rest, ice, occasional use of anti inflammatory medication, stretching. If it doesn't improve, then you should discuss with your doctor.