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Image Denoising
Image Super-Resolution
Image Inpainting
Image Dehazing
CLIP Inversion
Video Denoising
Video SR
Video Super-Resolution
Results: Avg. PSNR(dB) / SSIM-3D
HR Video
LR Video
DIP (frame by frame) - 23.52/0.77
SIREN - 21.2/0.41
DVP - 23.10/0.76
PIP (Ours) - 24.08/0.81
HR Video
LR Video
DIP (frame by frame) - 26.05/0.84
SIREN - 22.93/0.57
DVP - 23.96/0.85
PIP (Ours) - 26.87/0.88
HR Video
LR Video
DIP (frame by frame) - 27.15/0.84
SIREN - 24.97/0.60
DVP - 25.71/0.81
PIP (Ours) - 28.2/0.87
HR Video
LR Video
DIP (frame by frame) - 22.22/0.69
SIREN - 19.61/0.28
DVP - 21.88/0.68
PIP (Ours) - 23.13/0.74
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