Datasets › CDD-11

CDD-11 (Composite Degradation Dataset 11)

Introduced by Yu Guo et al. in OneRestore: A Universal Restoration Framework for Composite Degradation5 Jul 2024 archive 2025-07-28

An image restoration dataset

Benchmarks archive 2025-07-28

All 1 leaderboard 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)PaperCode
Image Restoration CDD-11 OneRestore Average PSNR (dB) 28.72 OneRestore: A Universal Restoration Framework for... gy65896/onerestore 14 Compare

Papers archive 2025-07-28

14 shown of 14 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 21. The Syntology column is from Syntology's graph (read 2026-09-24), stated per sample; it is not part of any archive number.

DateSamples run Syntology
OneRestore: A Universal Restoration Framework for Composite Degradation 1 1 5 Jul 2024 ran 7 of 13 samples (6 unverified; 13 pointer-only for licence)
Omni-Kernel Network for Image Restoration 1 1 24 Mar 2024 not harvested
Under-Display Camera Image Restoration with Scattering Effect 1 1 8 Aug 2023 not harvested
PromptIR: Prompting for All-in-One Blind Image Restoration 1 1 22 Jun 2023 not harvested
Learning Weather-General and Weather-Specific Features for Image Restoration Under Multiple Adverse Weather Conditions 0 1 1 Jan 2023 not harvested
Restoring Vision in Adverse Weather Conditions with Patch-Based Denoising Diffusion Models 1 1 29 Jul 2022 ran 10 of 11 samples (1 unverified)
Deep Generalized Unfolding Networks for Image Restoration 1 1 28 Apr 2022 ran 7 of 9 samples (2 unverified; 9 pointer-only for licence)
Learning Enriched Features for Fast Image Restoration and Enhancement 1 1 19 Apr 2022 not harvested
Simple Baselines for Image Restoration 13 1 10 Apr 2022 ran 23 of 30 samples (7 unverified; 17 pointer-only for licence)
All-in-One Image Restoration for Unknown Corruption 1 1 1 Jan 2022 not harvested
TransWeather: Transformer-based Restoration of Images Degraded by Adverse Weather Conditions 1 1 29 Nov 2021 ran 0 of 1 samples (1 unverified)
Restormer: Efficient Transformer for High-Resolution Image Restoration 13 1 18 Nov 2021 ran 4 of 4 samples (0 unverified; 4 pointer-only for licence)
Multi-Stage Progressive Image Restoration 8 1 4 Feb 2021 ran 18 of 26 samples (8 unverified; 25 pointer-only for licence)
Learning Enriched Features for Real Image Restoration and Enhancement 12 1 15 Mar 2020 ran 3 of 20 samples (17 unverified; 3 pointer-only for licence)

Dataset loaders archive 2025-07-28

No loader listed in the archive.

Tasks archive 2025-07-28

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

Languages archive 2025-07-28

Variants archive 2025-07-28

  • CDD-11

1 variant name, as the archive lists them.

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