OpenCodePapers
image-denoising-on-sid-sonya7s2-x250
3D Architecture
Denoising
Image Denoising
Results over time
Click legend items to toggle metrics. Hover points for model names.
Leaderboard
Show papers without code
Paper
Code
PSNR (Raw)
↕
SSIM (Raw)
↕
ModelName
ReleaseDate
↕
Physics-Guided ISO-Dependent Sensor Noise Modeling for Extreme Low-Light Photography
✓ Link
41.02
0.948
LLD*
2023-01-01
Learnability Enhancement for Low-light Raw Denoising: Where Paired Real Data Meets Noise Modeling
✓ Link
40.92
0.947
PMN
2022-07-13
Rethinking Noise Synthesis and Modeling in Raw Denoising
✓ Link
40.22
0.938
SFRN
2021-10-10
Physics-Guided ISO-Dependent Sensor Noise Modeling for Extreme Low-Light Photography
✓ Link
39.76
0.933
LLD
2023-01-01
Learning to See in the Dark
✓ Link
39.60
0.938
Paired Data (SID)
2018-05-04
Physics-based Noise Modeling for Extreme Low-light Photography
✓ Link
39.44
0.931
ELD
2021-08-04
Make Explicit Calibration Implicit: Calibrate Denoiser Instead of the Noise Model
✓ Link
39.34
0.932
LED
2023-08-07
Towards General Low-Light Raw Noise Synthesis and Modeling
✓ Link
39.25
0.931
LRD
2023-07-31
Dancing under the stars: video denoising in starlight
36.25
0.858
Starlight
2022-04-08
Noise Flow: Noise Modeling with Conditional Normalizing Flows
✓ Link
35.80
0.867
Noise Flow
2019-08-22