方法

参数量

Set5

Set14

BSD100

PSNR/SSIM

PSNR/SSIM

PSNR/SSIM

VDSR

666K

33.66/0.9213

29.77/0.8314

28.82/0.7976

EDSR

1,555K

34.37/0.9270

30.28/0.8417

29.09/0.8052

SRMDNF

1,528K

34.12/0.9254

30.04/0.8382

28.97/0.8025

CARN

1,592K

34.29/0.9255

30.29/0.8407

29.06/0.8034

IMDN

703K

34.36/0.9270

30.32/0.8417

29.09/0.8046

ESRT

770K

34.42/0.9268

30.43/0.8433

29.15/0.8063

SwinIR-light

886K

34.62/0.9289

30.54/0.8463

29.20/0.8082

MLAAN (Ours)

706K

34.64/0.9286

30.58/0.8465

29.22/0.8086