Variance and reliability of a test

Hi everyone,

A quick question regarding variance and test reliability. So I read an article and in the results section it states that total variance in test measures ranged from 2.5% to 4.8%. Is this considered as high or low variance? If it's considered as low, does it mean that the test is more reliable? Thanks.