Performance measures may become unreliable as a result of memory accretion during JMH benchmarks. Retained items, uncollected trash, and incorrect setup are the causes of this problem. Developers can successfully handle these issues by employing strategies like System.gc(), ProcessBuilder, and isolating iterations with @Fork. Realistic solutions provide precise and reliable benchmarking outcomes.