Datasets › Darmstadt Noise Dataset

Darmstadt Noise Dataset (zaid allal)

archive 2025-07-28

the dataset contains data about hydrogen storage in metal hydrides

Benchmarks archive 2025-07-28

All 2 leaderboards whose dataset resolves to this page shown (sort by any header). "First row" is the archive's own first row at snapshot, in the archive's row order; nothing here re-ranks and metric direction is not asserted.

		First row (archive order)	Paper	Code
Denoising	Darmstadt Noise Dataset	SINDy PSNR 81	Sparse learning of stochastic dynamic equations	dynamicslab/langevin-regression	10	Compare
Color Image Denoising	Darmstadt Noise Dataset	Image Unprocessing PSNR (sRGB) 40.35	Unprocessing Images for Learned Raw Denoising	google-research/google-research +3	6	Compare

Papers archive 2025-07-28

13 shown of 13 papers with a leaderboard row on this dataset's benchmarks, newest first. The archive's own "papers using this dataset" list was never published, so this is the benchmark-backed subset; the archive's count for this dataset is 13. The Syntology column is from Syntology's graph (read 2026-09-24), stated per sample; it is not part of any archive number.

			Date	Samples run Syntology
Pyramid Real Image Denoising Network	4	1	1 Aug 2019	not harvested
Real Image Denoising with Feature Attention	3	1	16 Apr 2019	not harvested
When AWGN-based Denoiser Meets Real Noises	2	1	6 Apr 2019	not harvested
Unprocessing Images for Learned Raw Denoising	4	1	27 Nov 2018	not harvested
Toward Convolutional Blind Denoising of Real Photographs	3	2	12 Jul 2018	ran 0 of 1 samples (1 unverified)
A Trilateral Weighted Sparse Coding Scheme for Real-World Image Denoising	0	2	11 Jul 2018	not harvested
Non-Local Recurrent Network for Image Restoration	1	1	7 Jun 2018	ran 0 of 1 samples (1 unverified)
k-Space Deep Learning for Accelerated MRI	1	1	10 May 2018	not harvested
Sparse learning of stochastic dynamic equations	1	1	6 Dec 2017	ran 1 of 3 samples (2 unverified; 3 pointer-only for licence)
FFDNet: Toward a Fast and Flexible Solution for CNN based Image Denoising	8	1	11 Oct 2017	ran 0 of 7 samples (7 unverified)
Multi-channel Weighted Nuclear Norm Minimization for Real Color Image Denoising	0	1	28 May 2017	not harvested
Beyond a Gaussian Denoiser: Residual Learning of Deep CNN for Image Denoising	22	1	13 Aug 2016	ran 1 of 6 samples (5 unverified)
Trainable Nonlinear Reaction Diffusion: A Flexible Framework for Fast and Effective Image Restoration	0	2	12 Aug 2015	not harvested

Dataset loaders archive 2025-07-28

No loader listed in the archive.

Tasks archive 2025-07-28

Denoising Color Image Denoising

License archive 2025-07-28

No licence recorded in the archive. Absence here is not a statement about the dataset's terms.

Modalities archive 2025-07-28

No modality tagged.

Languages archive 2025-07-28

No language tagged.

Variants archive 2025-07-28

Darmstadt Noise Dataset

1 variant name, as the archive lists them.

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