{"url":"/dataset/sdsd-outdoor","name":"SDSD-outdoor","full_name":"Seeing Dynamic Scene in the Dark: High-Quality Video Dataset with Mechatronic Alignment","description_markdown":"Seeing Dynamic Scene in the Dark: High-Quality Video Dataset with Mechatronic Alignment","description_withheld":null,"homepage":"https://github.com/dvlab-research/sdsd","introduced_date":"2021-01-01","introduced_date_note":null,"introduced_by":{"paper":"/paper/seeing-dynamic-scene-in-the-dark-a-high","title":"Seeing Dynamic Scene in the Dark: A High-Quality Video Dataset With Mechatronic Alignment","first_author":"RuiXing Wang","url":null},"license":{"name":"None","url":"https://github.com/dvlab-research/sdsd"},"modalities":[],"tasks":[{"name":"Low-Light Image Enhancement","url":"/task/low-light-image-enhancement","datasets_with_task":"/datasets/task/low-light-image-enhancement"}],"languages":[{"name":"English","url":"/datasets/language/english"}],"variants":["SDSD-outdoor"],"data_loaders":[],"num_papers_in_archive":4,"source":{"archive":"pwc-archive (Hugging Face), CC BY-SA 4.0","snapshot":"2025-07-28"},"benchmarks":[{"leaderboard":"/sota/low-light-image-enhancement-on-sdsd-outdoor","task":"Low-Light Image Enhancement","dataset_variant":"SDSD-outdoor","rows":1,"metrics":["PSNR"],"first_row_in_archive_order":{"model":"Retinexformer","paper":"/paper/retinexformer-one-stage-retinex-based","metrics":{"PSNR":"29.84"},"code_links":[{"title":"cmhungsteve/Awesome-Transformer-Attention","url":"https://github.com/cmhungsteve/Awesome-Transformer-Attention"},{"title":"caiyuanhao1998/retinexformer","url":"https://github.com/caiyuanhao1998/retinexformer"},{"title":"DmitryRyumin/ICCV-2023-Papers","url":"https://github.com/DmitryRyumin/ICCV-2023-Papers"},{"title":"lcybuzz/Low-Level-Vision-Paper-Record","url":"https://github.com/lcybuzz/Low-Level-Vision-Paper-Record"},{"title":"dawnlh/awesome-low-light-image-enhancement","url":"https://github.com/dawnlh/awesome-low-light-image-enhancement"}]},"note":"rows are the archive's own order at snapshot; nothing here re-ranks them"}],"papers_with_a_benchmark_row":[{"paper":"/paper/retinexformer-one-stage-retinex-based","title":"Retinexformer: One-stage Retinex-based Transformer for Low-light Image Enhancement","date":"2023-03-12","rows_on_this_dataset":1,"code_links":5,"syntology":{"read_at":"2026-09-24T18:15:14+00:00","samples_harvested":10,"samples_ran":2,"samples_unverified":8,"pointer_only_for_licence":0,"claim":"Per-sample execution on synthesized fixtures; not a correctness claim."}}],"syntology_totals":{"read_at":"2026-09-24T18:15:14+00:00","papers_with_samples":1,"samples_harvested":10,"samples_ran":2,"samples_unverified":8,"pointer_only_for_licence":0,"papers_with_no_sample_that_ran":0,"note":"the per-paper counts above, summed; not a rate"},"papers_note":"The archive never published its papers-using-dataset list; these are papers with a leaderboard row on this dataset's benchmarks."}