3D Architecture on DND

Metric: SSIM (sRGB) (higher is better)

LeaderboardDataset

Loading chart...

Results

Submit a result

Hide extra data

#	Model↕	SSIM (sRGB)▼	Extra Data	Paper	Date↕	Code
1	DualDn	0.966	No	DualDn: Dual-domain Denoising via Differentiable...	2024-09-27	Code
2	SSAMAN	0.963	No	-	-	Code
3	PNGAN	0.961	Yes	Learning to Generate Realistic Noisy Images via ...	2022-04-06	Code
4	Restormer	0.956	No	Restormer: Efficient Transformer for High-Resolu...	2021-11-18	Code
5	MIRNet	0.956	No	Learning Enriched Features for Real Image Restor...	2020-03-15	Code
6	CycleISP	0.956	Yes	CycleISP: Real Image Restoration via Improved Da...	2020-03-17	Code
7	Uformer-B	0.955	No	Uformer: A General U-Shaped Transformer for Imag...	2021-06-06	Code
8	NBNet	0.955	No	NBNet: Noise Basis Learning for Image Denoising ...	2020-12-30	Code
9	DANet+	0.955	Yes	Dual Adversarial Network: Toward Real-world Nois...	2020-07-12	Code
10	MAXIM-3S	0.954	No	MAXIM: Multi-Axis MLP for Image Processing	2022-01-09	Code
11	MPRNet	0.954	No	Multi-Stage Progressive Image Restoration	2021-02-04	Code
12	RIDNet	0.953	Yes	Real Image Denoising with Feature Attention	2019-04-16	Code
13	DRANet	0.952	No	Dual Residual Attention Network for Image Denois...	2023-05-07	Code
14	SADNet	0.952	Yes	Spatial-Adaptive Network for Single Image Denois...	2020-01-28	Code
15	VDN	0.952	No	Variational Denoising Network: Toward Blind Nois...	2019-08-29	Code
16	AINDNet	0.951	Yes	Transfer Learning from Synthetic to Real-Noise D...	2020-02-26	Code
17	CBDNet	0.942	Yes	Toward Convolutional Blind Denoising of Real Pho...	2018-07-12	Code