The decline of the Abbasid Caliphate was marked by internal strife, economic difficulties, and the rise of autonomous regional powers, leading to its eventual fragmentation and loss of political authority. This period also saw the rise of powerful new groups like the Seljuks and the Mongols, who further eroded the caliphate's influence and control over its territories.