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va1shn9v / PromptIR

PromptIR: Prompting for All-in-One Blind Image Restoration [NeurIPS 2023]
https://arxiv.org/abs/2306.13090
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Why the deraining performance of Restormer is not same as original paper? #16

Closed Luciennnnnnn closed 3 months ago

Luciennnnnnn commented 9 months ago

In the PromptIR paper, it is 36.74 dB and 38.99 dB in original paper, how this huge difference come from?

jaroslaw1007 commented 8 months ago

Hi,

I think it is because the results in PromptIR paper are evaluated in all of RGB channels, on the other hand, the results in Restormer paper are computed by only using Y channel in YCbCr.

chensming commented 7 months ago

In the PromptIR paper, it is 36.74 dB and 38.99 dB in original paper, how this huge difference come from?

They are trained on different datasets, restormer is trained on rain13k, while prompIR is trained on rain100L.