Image Denoising on SID x100

Metric: SSIM (higher is better)

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#	Model↕	SSIM▼	Extra Data	Paper	Date↕	Code
1	ELD	0.963	No	Physics-based Noise Modeling for Extreme Low-lig...	2021-08-04	Code
2	LLD*	0.961	No	-	-	Code
3	PMN	0.96	No	Learnability Enhancement for Low-light Raw Denoi...	2022-07-13	Code
4	LLD	0.955	No	-	-	Code
5	SID (paired real data)	0.955	No	Learning to See in the Dark	2018-05-04	Code
6	SFRN	0.951	No	Rethinking Noise Synthesis and Modeling in Raw D...	2021-10-10	Code
7	Noise Flow	0.929	No	Noise Flow: Noise Modeling with Conditional Norm...	2019-08-22	Code
8	Starlight	0.926	No	Dancing under the stars: video denoising in star...	2022-04-08	-

#1ELDSOTA
0.963
SSIM· 2021-08-04
Physics-based Noise Modeling for Extreme Low-light Photography Code
#2LLD*
0.961
SSIM
No paperCode
#3PMN
0.96
SSIM· 2022-07-13
Learnability Enhancement for Low-light Raw Denoising: Where Paired Real Data Meets Noise Modeling Code
#4LLD
0.955
SSIM
No paperCode
#5SID (paired real data)SOTA
0.955
SSIM· 2018-05-04
Learning to See in the Dark Code
#6SFRN
0.951
SSIM· 2021-10-10
Rethinking Noise Synthesis and Modeling in Raw Denoising Code
#7Noise Flow
0.929
SSIM· 2019-08-22
Noise Flow: Noise Modeling with Conditional Normalizing Flows Code
#8Starlight
0.926
SSIM· 2022-04-08
Dancing under the stars: video denoising in starlight