Based on Penman and Reggiani (2018), we try to explore whether the investment strategies of value stocks and growth stocks in the common stocks of listed companies in the Taiwan stock market from 1999 to 2019 can generate significantly different portfolio performance, and propose possible explanations and directions for investors. Whether by selecting stocks based on their price-to-earnings ratios or price-to-book ratios to construct portfolios will generate substantial different portfolio performance is a widely discussed issue. We find that based on the sampled period, the highest investment performance is not delivered by the portfolios with the lowest price-to-earnings and price-to-book ratios. In addition, portfolios with high price-to-earnings and price-to-book ratios deliver the lowest investment performance. Therefore, the Taiwan stock market has indeed had a value effect in the past 21 years, and the investment performance of value stocks is better than growth stocks.