Table 5 The test results of the generalization performance of the four models.

From: Panoramic image restoration and visual quality enhancement methods for digital art creation

Test scenario

Model

SSIM

PSNR (dB)

Low light intensity (Light intensity ≤ 50)

SMC-VGV

0.925

48.12

GC-HT-WGAN

0.898

45.36

FFC-Trans-GAN

0.872

42.58

ReGGAN

0.855

41.33

High Dynamic Range (Contrast ratio ≥ 100:1)

SMC-VGV

0.931

49.25

GC-HT-WGAN

0.905

46.18

FFC-Trans-GAN

0.878

43.21

ReGGAN

0.864

42.17