稀里糊涂 is colloquial and often implies that someone did or experienced something without being aware or careful. It can describe a mental state (confused) or an action done sloppily. The neutral form is
糊涂 (muddled; confused);
稀里糊涂 intensifies it with the
稀里 prefix.