The fisheye is the common failure feature in the HCF and VHCF regimes.
The effect of crack size within fisheye on fatigue life is reduced with increase of stress.
A fatigue strength prediction model associated with the variation of crack size was developed.
An approach for establishing interior S–N curve with inclusion-fisheye failure was proposed.