Datasets › DICM
DICM
DICM is a dataset for low-light enhancement which consists of 69 images collected with commercial digital cameras.
Source: Deep Retinex Decomposition for Low-Light Enhancement Image Source: GLADNet: Low-Light Enhancement Network with Global Awareness
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) | Paper | Code | ||||
|---|---|---|---|---|---|---|
| Low-Light Image Enhancement | DICM | CIDNet NIQE 3.36 | You Only Need One Color Space: An Efficient Network for... | fediory/hvi-cidnet | 6 | Compare |
Papers archive 2025-07-28
6 shown of 6 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 86. 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 | |||
|---|---|---|---|---|
| Bayesian Enhancement Models for One-to-Many Mapping in Image Enhancement | 1 | 1 | 13 Oct 2024 | not harvested |
| You Only Need One Color Space: An Efficient Network for Low-light Image Enhancement | 1 | 1 | 8 Feb 2024 | not harvested |
| Retinexformer: One-stage Retinex-based Transformer for Low-light Image Enhancement | 5 | 1 | 12 Mar 2023 | ran 2 of 10 samples (8 unverified) |
| Learning a Simple Low-Light Image Enhancer From Paired Low-Light Instances | 1 | 1 | 1 Jan 2023 | not harvested |
| Zero-Reference Deep Curve Estimation for Low-Light Image Enhancement | 13 | 1 | 19 Jan 2020 | ran 1 of 16 samples (15 unverified) |
| EnlightenGAN: Deep Light Enhancement without Paired Supervision | 8 | 1 | 17 Jun 2019 | not harvested |
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
No language tagged.
Variants archive 2025-07-28
- DICM
1 variant name, as the archive lists them.
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