OpenCodePapers
color-image-denoising-on-cbsd68-sigma50
Denoising
Color Image Denoising
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Paper
Code
PSNR
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LPIPS
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SSIM
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ModelName
ReleaseDate
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Pre-Trained Image Processing Transformer
✓ Link
29.39
IPT
2020-12-01
Adversarial Distortion Learning for Medical Image Denoising
✓ Link
29.02
ADL
2022-04-29
Stimulating Diffusion Model for Image Denoising via Adaptive Embedding and Ensembling
✓ Link
28.69
0.162
0.9029
DMID-d (MMSE)
2023-07-08
Stimulating Diffusion Model for Image Denoising via Adaptive Embedding and Ensembling
✓ Link
28.69
DMID-d
2023-07-08
AKDT: Adaptive Kernel Dilation Transformer for Effective Image Denoising
✓ Link
28.68
AKDT
2025-02-26
Instruct-IPT: All-in-One Image Processing Transformer via Weight Modulation
✓ Link
28.61
Instruct-IPT
2024-06-30
Residual Dense Network for Image Super-Resolution
✓ Link
28.34
Residual Dense Network +
2018-02-24
Residual-Conditioned Optimal Transport: Towards Structure-Preserving Unpaired and Paired Image Restoration
✓ Link
28.25
RCOT
2024-05-05
Real Image Denoising with Feature Attention
✓ Link
28.14
RIDNet
2019-04-16
Beyond Deep Residual Learning for Image Restoration: Persistent Homology-Guided Manifold Simplification
✓ Link
28.01
DnCNN
2016-11-19
Rethinking the CSC Model for Natural Images
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28.00
CSCNet
2019-09-12
FFDNet: Toward a Fast and Flexible Solution for CNN based Image Denoising
✓ Link
27.96
FFDNet
2017-10-11
Patch Craft: Video Denoising by Deep Modeling and Patch Matching
✓ Link
27.93
PaCNet
2021-03-25
Learning Deep CNN Denoiser Prior for Image Restoration
✓ Link
27.86
IRCNN
2017-04-11
ViDeNN: Deep Blind Video Denoising
✓ Link
27.63
Spatial-CNN
2019-04-24
Stimulating Diffusion Model for Image Denoising via Adaptive Embedding and Ensembling
✓ Link
26.63
0.122
0.8605
DMID-p
2023-07-08
Blind Universal Bayesian Image Denoising with Gaussian Noise Level Learning
✓ Link
26.60
CBUIFD75
2019-07-05
MemNet: A Persistent Memory Network for Image Restoration
✓ Link
26.33
MemNet
2017-08-07