DFAN: Dual Feature Aggregation Network for Lightweight Image Super-Resolution

Table 5

Quantitative results for SR with the blur-down degradation model. Best results are highlighted.

Model

Scale

Params (K)

MultAdds (G)

Set5

Set14

BSD100

Urban100

Manga109

PSNR

SSIM

PSNR

SSIM

PSNR

SSIM

PSNR

SSIM

PSNR

SSIM

Bicubic

× 3

—

—

SRCNN [4]

× 3

FSRCNN [37]

× 3

VDSR [5]

× 3

IDN [12]

× 3

IMDN [15]

× 3

CARN [11]

× 3

DFAN

× 3