OpenCodePapers
image-denoising-on-dnd
Denoising
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 (sRGB)
↕
SSIM (sRGB)
↕
ModelName
ReleaseDate
↕
DualDn: Dual-domain Denoising via Differentiable ISP
✓ Link
40.594
0.966
DualDn
2024-09-27
Learning to Generate Realistic Noisy Images via Pixel-level Noise-aware Adversarial Training
✓ Link
40.18
0.961
PNGAN
2022-04-06
Single Stage Adaptive Multi-Attention Network for Image Restoration
✓ Link
40.05
0.963
SSAMAN
2024-04-10
Restormer: Efficient Transformer for High-Resolution Image Restoration
✓ Link
40.03
0.956
Restormer
2021-11-18
Uformer: A General U-Shaped Transformer for Image Restoration
✓ Link
39.98
0.955
Uformer-B
2021-06-06
NBNet: Noise Basis Learning for Image Denoising with Subspace Projection
✓ Link
39.89
0.955
NBNet
2020-12-30
Learning Enriched Features for Real Image Restoration and Enhancement
✓ Link
39.88
0.956
MIRNet
2020-03-15
MAXIM: Multi-Axis MLP for Image Processing
✓ Link
39.84
0.954
MAXIM-3S
2022-01-09
Multi-Stage Progressive Image Restoration
✓ Link
39.80
0.954
MPRNet
2021-02-04
Spatial-Adaptive Network for Single Image Denoising
✓ Link
39.59
0.952
SADNet
2020-01-28
Dual Adversarial Network: Toward Real-world Noise Removal and Noise Generation
✓ Link
39.58
0.955
DANet+
2020-07-12
CycleISP: Real Image Restoration via Improved Data Synthesis
✓ Link
39.56
0.956
CycleISP
2020-03-17
Variational Denoising Network: Toward Blind Noise Modeling and Removal
✓ Link
39.38
0.952
VDN
2019-08-29
Transfer Learning from Synthetic to Real-Noise Denoising with Adaptive Instance Normalization
✓ Link
39.37
0.951
AINDNet
2020-02-26
Real Image Denoising with Feature Attention
✓ Link
39.26
0.953
RIDNet
2019-04-16
Toward Convolutional Blind Denoising of Real Photographs
✓ Link
38.06
0.942
CBDNet
2018-07-12
×