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Range of values qs should take

Open dakdouky opened this issue 2 years ago • 2 comments

Hi,

Thanks for sharing your work. I wonder if there is an inherent range of values that the quality score would take, I see values > 2 and that looked out of the expected range of [0, 1] in the literature.

From the CR equation, for CCS [-1, 1] and NNCCS [-0.9, 1], CR looks to have a minimum value just below 0 and its maximum value lies at around 10.

Would you please elaborate on that?

Thanks

dakdouky avatar Dec 19 '22 06:12 dakdouky

Hi, There is no restriction on the FIQ values range and they do not have to be within range of [0,1]. Not all approaches in the literature have FIQ value range between 0 and 1. Some of the approaches in the literature normalized the FIQ values to have minimum of 0 and maximum of 1. Other approaches that used for example MSE loss have value range between 0 and 1 by design. However, this d has no effect on FIQ evaluation.

fdbtrs avatar Jan 06 '23 19:01 fdbtrs

Hi, There is no restriction on the FIQ values range and they do not have to be within range of [0,1]. Not all approaches in the literature have FIQ value range between 0 and 1. Some of the approaches in the literature normalized the FIQ values to have minimum of 0 and maximum of 1. Other approaches that used for example MSE loss have value range between 0 and 1 by design. However, this d has no effect on FIQ evaluation.

in that case, how would we evaluate the value is good or not, if there a range that we can use for normalization?

FrancisDacian avatar Jul 20 '23 13:07 FrancisDacian