Noise Estimation on SIDD

Metric: PSNR Gap (higher is better)

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#	Model↕	PSNR Gap▼	Extra Data	Paper	Date↕	Code
1	CBDNet	8.3	No	Toward Convolutional Blind Denoising of Real Pho...	2018-07-12	Code
2	ULRD	4.9	No	Unprocessing Images for Learned Raw Denoising	2018-11-27	Code
3	GRDN	2.28	No	GRDN:Grouped Residual Dense Network for Real Ima...	2019-05-27	Code
4	DANet	2.06	No	Dual Adversarial Network: Toward Real-world Nois...	2020-07-12	Code
5	PNGAN	0.84	No	Learning to Generate Realistic Noisy Images via ...	2022-04-06	Code

#1CBDNetSOTA
8.3
PSNR Gap· 2018-07-12
Toward Convolutional Blind Denoising of Real Photographs Code
#2ULRD
4.9
PSNR Gap· 2018-11-27
Unprocessing Images for Learned Raw Denoising Code
#3GRDN
2.28
PSNR Gap· 2019-05-27
GRDN:Grouped Residual Dense Network for Real Image Denoising and GAN-based Real-world Noise Modeling Code
#4DANet
2.06
PSNR Gap· 2020-07-12
Dual Adversarial Network: Toward Real-world Noise Removal and Noise Generation Code
#5PNGAN
0.84
PSNR Gap· 2022-04-06
Learning to Generate Realistic Noisy Images via Pixel-level Noise-aware Adversarial Training Code