Not at all! Gold-filled jewelry uses an entirely different manufacturing process, making it a lot more resistant to tarnishing or fading compared to modern plated or "dipped" metals. That's what makes it a great budget-friendly alternative to solid gold.
Gold-filled jewelry has a thick layer of solid carat gold that is then permanently bonded to a core metal (usually jeweler's brass) using extreme heat and pressure, whereas gold-plated jewelry has a much thinner layer of gold that is bonded to the core metal using only an electric current.
This means gold-plated jewelry requires a lot more care and attention as it will fade and tarnish faster compared to gold-filled jewelry that can last a lifetime with minimal care.