Datasets › Sony-Total-Dark
Sony-Total-Dark (SID Sony subset without gamma correction)
Original SID dataset is introduced in "Learning to See in the Dark". The subset of SID dataset captured by Sony α7S II camera is adopted for evaluation. There are 2697 short-long-exposure RAW image pairs. To make this dataset more challenging, we converted the RAW format images to sRGB images with no gamma correction, which resulted in images becoming extremely dark.
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 | Sony-Total-Dark | CIDNet Average PSNR 22.904 | You Only Need One Color Space: An Efficient Network for... | fediory/hvi-cidnet | 3 | Compare |
Papers archive 2025-07-28
3 shown of 3 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 3. 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 | |||
|---|---|---|---|---|
| You Only Need One Color Space: An Efficient Network for Low-light Image Enhancement | 1 | 1 | 8 Feb 2024 | not harvested |
| LEDNet: Joint Low-light Enhancement and Deblurring in the Dark | 1 | 1 | 7 Feb 2022 | ran 4 of 7 samples (3 unverified; 7 pointer-only for licence) |
| Low-Light Image Enhancement with Normalizing Flow | 1 | 1 | 13 Sep 2021 | 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
No modality tagged.
Languages archive 2025-07-28
No language tagged.
Variants archive 2025-07-28
- Sony-Total-Dark
1 variant name, as the archive lists them.
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