3D Architecture on SID SonyA7S2 x250

Metric: SSIM (Raw) (higher is better)

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#	Model↕	SSIM (Raw)▼	Extra Data	Paper	Date↕	Code
1	LLD*	0.948	No	-	-	Code
2	PMN	0.947	No	Learnability Enhancement for Low-light Raw Denoi...	2022-07-13	Code
3	SFRN	0.938	No	Rethinking Noise Synthesis and Modeling in Raw D...	2021-10-10	Code
4	Paired Data (SID)	0.938	No	Learning to See in the Dark	2018-05-04	Code
5	LLD	0.933	No	-	-	Code
6	LED	0.932	No	Make Explicit Calibration Implicit: Calibrate De...	2023-08-07	Code
7	ELD	0.931	No	Physics-based Noise Modeling for Extreme Low-lig...	2021-08-04	Code
8	LRD	0.931	No	Towards General Low-Light Raw Noise Synthesis an...	2023-07-31	Code
9	Noise Flow	0.867	No	Noise Flow: Noise Modeling with Conditional Norm...	2019-08-22	Code
10	Starlight	0.858	No	Dancing under the stars: video denoising in star...	2022-04-08	-

#1LLD*
0.948
SSIM (Raw)
No paperCode
#2PMNSOTA
0.947
SSIM (Raw)· 2022-07-13
Learnability Enhancement for Low-light Raw Denoising: Where Paired Real Data Meets Noise Modeling Code
#3SFRN
0.938
SSIM (Raw)· 2021-10-10
Rethinking Noise Synthesis and Modeling in Raw Denoising Code
#4Paired Data (SID)SOTA
0.938
SSIM (Raw)· 2018-05-04
Learning to See in the Dark Code
#5LLD
0.933
SSIM (Raw)
No paperCode
#6LED
0.932
SSIM (Raw)· 2023-08-07
Make Explicit Calibration Implicit: Calibrate Denoiser Instead of the Noise Model Code
#7ELD
0.931
SSIM (Raw)· 2021-08-04
Physics-based Noise Modeling for Extreme Low-light Photography Code
#8LRD
0.931
SSIM (Raw)· 2023-07-31
Towards General Low-Light Raw Noise Synthesis and Modeling Code
#9Noise Flow
0.867
SSIM (Raw)· 2019-08-22
Noise Flow: Noise Modeling with Conditional Normalizing Flows Code
#10Starlight
0.858
SSIM (Raw)· 2022-04-08
Dancing under the stars: video denoising in starlight