Table 5 SSIM outcome of HDLIP-SHAR approach with existing models under various mural images.

From: Automated image inpainting for historical artifact restoration using hybridisation of transfer learning with deep generative models

Murals (Image_ID)

SSIM

AOT Method

EC Model

LaMa Method

LID-MIR

HDLIP-SHAR

ID_001848

0.948

0.956

0.960

0.952

0.971

ID_002224

0.978

0.977

0.980

0.988

0.991

ID_002796

0.939

0.947

0.942

0.954

0.969

ID_003162

0.878

0.880

0.899

0.910

0.933

ID_003574

0.870

0.870

0.861

0.890

0.903

ID_004277

0.850

0.866

0.868

0.866

0.899

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