OpenCodePapers
color-image-denoising-on-cbsd68-sigma50
3D Architecture
Denoising
Color Image Denoising
Dataset Link
Results over time
Click legend items to toggle metrics. Hover points for model names.
Leaderboard
Show papers without code
Paper
Code
PSNR
↕
LPIPS
↕
SSIM
↕
ModelName
ReleaseDate
↕
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
✓ Link
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