{"url":"/dataset/aodraw","name":"AODRaw","full_name":"Adverse condition Object Detection with RAW images","description_markdown":"We introduce the AODRaw dataset, which offers 7,785 high-resolution real RAW images with 135,601 annotated instances spanning 62 categories, capturing a broad range of indoor and outdoor scenes under 9 distinct light and weather conditions. AODRaw supports RAW and sRGB object detection.","description_withheld":null,"homepage":"https://github.com/lzyhha/AODRaw","introduced_date":"2024-11-24","introduced_date_note":null,"introduced_by":{"paper":"/paper/towards-raw-object-detection-in-diverse","title":"Towards RAW Object Detection in Diverse Conditions","first_author":"Zhong-Yu Li","url":null},"license":{"name":"Custom","url":"https://github.com/lzyhha/AODRaw/blob/main/LICENSE"},"modalities":[{"name":"Images","url":"/datasets/modality/images"}],"tasks":[{"name":"Object Detection","url":"/task/object-detection","datasets_with_task":"/datasets/task/object-detection"},{"name":"object-detection","url":"/task/object-detection-1","datasets_with_task":"/datasets/task/object-detection-1"}],"languages":[{"name":"English","url":"/datasets/language/english"},{"name":"Chinese","url":"/datasets/language/chinese"}],"variants":["AODRaw"],"data_loaders":[],"num_papers_in_archive":1,"source":{"archive":"pwc-archive (Hugging Face), CC BY-SA 4.0","snapshot":"2025-07-28"},"benchmarks":[{"leaderboard":"/sota/object-detection-on-aodraw","task":"Object Detection","dataset_variant":"AODRaw","rows":1,"metrics":[" box AP"],"first_row_in_archive_order":{"model":"Cascade RCNN (ConvNext-T, RAW pre-training)","paper":"/paper/towards-raw-object-detection-in-diverse","metrics":{" box AP":"34.8"},"code_links":[{"title":"lzyhha/aodraw","url":"https://github.com/lzyhha/aodraw"}]},"note":"rows are the archive's own order at snapshot; nothing here re-ranks them"}],"papers_with_a_benchmark_row":[{"paper":"/paper/towards-raw-object-detection-in-diverse","title":"Towards RAW Object Detection in Diverse Conditions","date":"2024-11-24","rows_on_this_dataset":1,"code_links":1,"syntology":{"read_at":"2026-09-24T18:15:14+00:00","samples_harvested":2,"samples_ran":1,"samples_unverified":1,"pointer_only_for_licence":2,"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":2,"samples_ran":1,"samples_unverified":1,"pointer_only_for_licence":2,"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."}