{"url":"/dataset/sdd","name":"SDD","full_name":null,"description_markdown":"**SDD** dataset contains a variety of indoor and outdoor scenes, designed for Image Defocus Deblurring. There are 50 indoor scenes and 65 outdoor scenes in the training set, and 11 indoor scenes and 24 outdoor scenes in the testing set. \r\n\r\nSource: [Learning Single Image Defocus Deblurring with Misaligned Training Pairs](https://arxiv.org/pdf/2211.14502v1.pdf)\r\n\r\nImage Source: [https://arxiv.org/pdf/2211.14502v1.pdf](https://arxiv.org/pdf/2211.14502v1.pdf)","description_withheld":null,"homepage":"https://github.com/liyucs/jdrl","introduced_date":"2022-11-26","introduced_date_note":null,"introduced_by":{"paper":"/paper/learning-single-image-defocus-deblurring-with","title":"Learning Single Image Defocus Deblurring with Misaligned Training Pairs","first_author":"Yu Li","url":null},"license":null,"modalities":[{"name":"Images","url":"/datasets/modality/images"}],"tasks":[{"name":"Trajectory Prediction","url":"/task/trajectory-prediction","datasets_with_task":"/datasets/task/trajectory-prediction"},{"name":"Image Defocus Deblurring","url":"/task/image-defocus-deblurring","datasets_with_task":"/datasets/task/image-defocus-deblurring"}],"languages":[],"variants":["SDD"],"data_loaders":[],"num_papers_in_archive":3,"source":{"archive":"pwc-archive (Hugging Face), CC BY-SA 4.0","snapshot":"2025-07-28"},"benchmarks":[{"leaderboard":"/sota/trajectory-prediction-on-sdd","task":"Trajectory Prediction","dataset_variant":"SDD","rows":1,"metrics":["mADEK @4.8s","mF DEK @4.8s"],"first_row_in_archive_order":{"model":"Multiclass-SGCN (ours)","paper":"/paper/multiclass-sgcn-sparse-graph-based-trajectory","metrics":{"mADEK @4.8s":"14.36","mF DEK @4.8s":"25.99"},"code_links":[{"title":"carrotsniper/multiclass-sgcn","url":"https://github.com/carrotsniper/multiclass-sgcn"}]},"note":"rows are the archive's own order at snapshot; nothing here re-ranks them"}],"papers_with_a_benchmark_row":[{"paper":"/paper/multiclass-sgcn-sparse-graph-based-trajectory","title":"Multiclass-SGCN: Sparse Graph-based Trajectory Prediction with Agent Class Embedding","date":"2022-06-30","rows_on_this_dataset":1,"code_links":1,"syntology":null}],"syntology_totals":{"read_at":"2026-09-24T18:15:14+00:00","papers_with_samples":0,"samples_harvested":0,"samples_ran":0,"samples_unverified":0,"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."}