Should traders compare their results with a benchmark?

Looking only at personal profits can make it difficult to understand whether a strategy is performing as expected. A suitable benchmark may help provide context, although it needs to reflect the strategy's objectives and risk. What would be a meaningful benchmark for evaluating a short-term trading system?