Under Taiwan legal regulations, when companies report loss for the year, company must disclose the compensation of Board of directors and supervisors. When the compensation of Board of directors and supervisors increased, the company will be listed on the Market Observation Posting System (MOPS) and cause investors and the media attention with this information. In this case, whether the directors and supervisors in loss companies will adopt self-interested to restore corporate image with the good corporate governance mechanisms? So this study tries to examine whether self-interested board of directors in loss companies have the good corporate governance mechanisms. The empirical results show that the higher management ownership, the less self-interested board of directors in loss companies. Moreover, we find losses companies with self-interested board of directors prefer to have the higher CEO Duality. In addition, we also find the higher female directors on board, the higher losses companies with self-interested board of directors result from Core Agency Problem of Family-Control Firm in Taiwan.