The indicators in the paper cannot be obtained

[Howardfive]

I've been studying your work recently, and it's been an excellent one.When I was using the SR module, I could not reproduce the indicators in your paper (PSNR/SSIM).The picture I used was 33039_LR and did not modify any parameters in the code you provided.So I would like to ask about your parameter configuration and hardware configuration.Thank you very much.

[tamarott]

The reported numbers are average over the full BSD100 dataset (not per a single result).
You can find all the results in the "Downloads" folder.

[Howardfive]

Thank you very much for your answer.I have recalcated the PSNR and SSIM indexes with the generated pictures(BSD100) you provided, but the accuracy is not as high as in your paper, which is about 1.94 lower.I want to ask you where I am wrong.

import cv2
import skimage.measure import compare_psnr,compare_ssim
psnr = 0.0
ssim = 0.0
filename = os.listdir('/home/SinGAN-master/SinGAN-master/Downloads/SR_BSD100/SR_BSD100_100/')
for name in filename:
img = cv2.imread('/home/SinGAN-master/SinGAN-master/Downloads/SR_BSD100/SR_BSD100_100/' + name)
gt = cv2.imread('/home/dataset/BSDS100/BSDS100_GTmod') # the cropped image(e.g. [3,321,481]→[3,320,480])
psnr1 = compare_psnr(gt,img,255)
ssim1 = compare_ssim(gt,img,multichannel=True)
psnr += psnr1
ssim += ssim1
avg_psnr = psnr /100
avg_ssim = ssim /100
print("psnr",avg_psnr)
print("ssim",avg_ssim)

Thank you very much.