Table 5 Ablation study of key modules and the loss function in SMFR-Net on the Flare7K++ real test dataset. Best results are highlighted in bold.

From: SMFR-Net: simple multi-domain flare removal network

Models

PSNR\(\uparrow\)

SSIM\(\uparrow\)

LPIPS\(\downarrow\)

G-PSNR

S-PSNR\(\uparrow\)

Params (M)

MACs (G)

w/o FDM

28.141

0.901

0.0406

24.854

23.247

5.490

88.423

w/o CSAM

28.202

0.903

0.0387

24.735

23.694

7.484

103.831

w/o MGDC

27.912

0.899

0.0436

24.675

23.057

7.438

85.659

w/o Loss

28.178

0.904

0.0430

24.753

23.016

7.981

103.888

SMFR-Net (ours)

28.352

0.907

0.0384

24.841

23.941

7.981

103.888

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