Tasks
SotA
Datasets
Papers
Methods
Submit
About
SotA
/
Computer Vision
/
Denoising
/
CBSD68 sigma50
Denoising on CBSD68 sigma50
Metric: PSNR (higher is better)
Leaderboard
Dataset
Loading chart...
Results
Submit a result
Hide extra data
Export CSV
#
Model
↕
PSNR
▼
Extra Data
Paper
Date
↕
Code
1
IPT
29.39
Yes
Pre-Trained Image Processing Transformer
2020-12-01
Code
2
ADL
29.02
No
Adversarial Distortion Learning for Medical Imag...
2022-04-29
Code
3
DMID-d (MMSE)
28.69
No
Stimulating Diffusion Model for Image Denoising ...
2023-07-08
Code
4
DMID-d
28.69
No
Stimulating Diffusion Model for Image Denoising ...
2023-07-08
Code
5
AKDT
28.68
No
-
-
Code
6
Instruct-IPT
28.61
Yes
Instruct-IPT: All-in-One Image Processing Transf...
2024-06-30
Code
7
Residual Dense Network +
28.34
No
Residual Dense Network for Image Super-Resolution
2018-02-24
Code
8
RCOT
28.25
No
Residual-Conditioned Optimal Transport: Towards ...
2024-05-05
Code
9
RIDNet
28.14
No
Real Image Denoising with Feature Attention
2019-04-16
Code
10
DnCNN
28.01
No
Beyond Deep Residual Learning for Image Restorat...
2016-11-19
Code
11
CSCNet
28
No
Rethinking the CSC Model for Natural Images
2019-09-12
Code
12
FFDNet
27.96
No
FFDNet: Toward a Fast and Flexible Solution for ...
2017-10-11
Code
13
PaCNet
27.93
No
Patch Craft: Video Denoising by Deep Modeling an...
2021-03-25
Code
14
IRCNN
27.86
No
Learning Deep CNN Denoiser Prior for Image Resto...
2017-04-11
Code
15
Spatial-CNN
27.63
No
ViDeNN: Deep Blind Video Denoising
2019-04-24
Code
16
DMID-p
26.63
No
Stimulating Diffusion Model for Image Denoising ...
2023-07-08
Code
17
CBUIFD75
26.6
No
Blind Universal Bayesian Image Denoising with Ga...
2019-07-05
Code
18
MemNet
26.33
No
MemNet: A Persistent Memory Network for Image Re...
2017-08-07
Code