3D Architecture on ELD SonyA7S2 x200

Metric: SSIM (Raw) (higher is better)

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#	Model↕	SSIM (Raw)▼	Extra Data	Paper	Date↕	Code
1	LLD*	0.977	No	-	-	Code
2	PMN	0.973	No	Learnability Enhancement for Low-light Raw Denoi...	2022-07-13	Code
3	LRD	0.966	No	Towards General Low-Light Raw Noise Synthesis an...	2023-07-31	Code
4	SFRN	0.964	No	Rethinking Noise Synthesis and Modeling in Raw D...	2021-10-10	Code
5	LLD	0.959	No	-	-	Code
6	ELD	0.954	No	A Physics-based Noise Formation Model for Extrem...	2020-03-28	Code
7	Paired Data(SID)	0.928	No	Learning to See in the Dark	2018-05-04	Code
8	Noise Flow	0.889	No	Noise Flow: Noise Modeling with Conditional Norm...	2019-08-22	Code
9	Starlight	0.884	No	Dancing under the stars: video denoising in star...	2022-04-08	-

#1LLD*
0.977
SSIM (Raw)
No paperCode
#2PMNSOTA
0.973
SSIM (Raw)· 2022-07-13
Learnability Enhancement for Low-light Raw Denoising: Where Paired Real Data Meets Noise Modeling Code
#3LRD
0.966
SSIM (Raw)· 2023-07-31
Towards General Low-Light Raw Noise Synthesis and Modeling Code
#4SFRNSOTA
0.964
SSIM (Raw)· 2021-10-10
Rethinking Noise Synthesis and Modeling in Raw Denoising Code
#5LLD
0.959
SSIM (Raw)
No paperCode
#6ELDSOTA
0.954
SSIM (Raw)· 2020-03-28
A Physics-based Noise Formation Model for Extreme Low-light Raw Denoising Code
#7Paired Data(SID)SOTA
0.928
SSIM (Raw)· 2018-05-04
Learning to See in the Dark Code
#8Noise Flow
0.889
SSIM (Raw)· 2019-08-22
Noise Flow: Noise Modeling with Conditional Normalizing Flows Code
#9Starlight
0.884
SSIM (Raw)· 2022-04-08
Dancing under the stars: video denoising in starlight