Denoising on ELD SonyA7S2 x200

Metric: PSNR (Raw) (higher is better)

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#	Model↕	PSNR (Raw)▼	Extra Data	Paper	Date↕	Code
1	LLD*	44.95	No	-	-	Code
2	PMN	44.51	No	Learnability Enhancement for Low-light Raw Denoi...	2022-07-13	Code
3	SFRN	44.1	No	Rethinking Noise Synthesis and Modeling in Raw D...	2021-10-10	Code
4	LLD	43.84	No	-	-	Code
5	ELD	43.43	No	A Physics-based Noise Formation Model for Extrem...	2020-03-28	Code
6	LRD	43.32	No	Towards General Low-Light Raw Noise Synthesis an...	2023-07-31	Code
7	Paired Data(SID)	41.97	No	Learning to See in the Dark	2018-05-04	Code
8	Starlight	40.86	No	Dancing under the stars: video denoising in star...	2022-04-08	-
9	ExposureDiffusion (UNet+ELD)	40.39	No	ExposureDiffusion: Learning to Expose for Low-li...	2023-07-15	Code
10	Noise Flow	39.23	No	Noise Flow: Noise Modeling with Conditional Norm...	2019-08-22	Code

#1LLD*
44.95
PSNR (Raw)
No paperCode
#2PMNSOTA
44.51
PSNR (Raw)· 2022-07-13
Learnability Enhancement for Low-light Raw Denoising: Where Paired Real Data Meets Noise Modeling Code
#3SFRNSOTA
44.1
PSNR (Raw)· 2021-10-10
Rethinking Noise Synthesis and Modeling in Raw Denoising Code
#4LLD
43.84
PSNR (Raw)
No paperCode
#5ELDSOTA
43.43
PSNR (Raw)· 2020-03-28
A Physics-based Noise Formation Model for Extreme Low-light Raw Denoising Code
#6LRD
43.32
PSNR (Raw)· 2023-07-31
Towards General Low-Light Raw Noise Synthesis and Modeling Code
#7Paired Data(SID)SOTA
41.97
PSNR (Raw)· 2018-05-04
Learning to See in the Dark Code
#8Starlight
40.86
PSNR (Raw)· 2022-04-08
Dancing under the stars: video denoising in starlight
#9ExposureDiffusion (UNet+ELD)
40.39
PSNR (Raw)· 2023-07-15
ExposureDiffusion: Learning to Expose for Low-light Image Enhancement Code
#10Noise Flow
39.23
PSNR (Raw)· 2019-08-22
Noise Flow: Noise Modeling with Conditional Normalizing Flows Code