Common mistakes include overlooking deductions and credits, misclassifying income types, failing to understand passive activity loss rules, inaccurate record-keeping and reporting, and underestimating international tax obligations. It's important for taxpayers to stay informed and possibly consult a tax professional to avoid these pitfalls.