Dipping your face in ice water may provide some temporary relief by reducing inflammation and swelling, which can be beneficial for acne. The cold temperature can also help shrink pores temporarily, making them appear smaller. However, this method is not a long-term solution for treating acne. It is important to combine it with other proven remedies such as proper skincare, a healthy diet, and possibly consulting a dermatologist for more effective treatment options.