A conventional or standard paint fume lasts for twelve to twenty-four weeks, while an oil paint smell takes around two months to dissipate completely. However, you can speed up this process by adopting some ways like baking soda, scented candles, activated charcoal, and more. The most reliable, practical, cheaper, and effective is baking soda.