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XuecaiHu avatar XuecaiHu commented on July 1, 2024 1

the test scale factor can be any value. But since our model is trained on datasets whoes scale factor is sampled from 1 to 4, thus we donot show the performance on 8x or 16x (bigger than 4x).

However, the trained model still can test on 8x or 16x (bigger than 4x). My experiences tell me that
the performance is lower than that of the model trained on single scale factor (8x or 16x).
If you want to use the model for application where the scale factor s is bigger than 4x, i think it is better to retrain the model and scale factor is sampled from 1 or s ( s is the max scale factor). And you will get better results. Donot test the scale factor which is out of the traing scale factors range. any scale factor in the range of traing scale factors is ok.

In this paper, we mainly show the capacity of our model to solve non-integer scale factor and single model for any scale factor. And most SISR models only study the scale factor 2,3,4. That is why we donot test on 8x, 16x. That is the reason.

from meta-sr-pytorch.

jason71995 avatar jason71995 commented on July 1, 2024

Thanks for your reply.

By the way, Meta-SR is amazing works on super resolution!

from meta-sr-pytorch.

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