SpO2 algorithm get SpO2 numbers based on the PI ration of IR and red channels. From the PI ratio, we could check a lookup table of SpO2 number vs PI ratio. That table varies from part to part, and varies between different optical designs. So a lab SpO2 calibration is a must.
Without calibration, the SpO2 output numbers are completely no useless.