{"url":"/dataset/ebd","name":"EBD","full_name":null,"description_markdown":"A large-scale benchmark with 1605 high-resolution, well-annotated images, featuring more\r\ncomplex scenes and a wider range of DOF settings.","description_withheld":null,"homepage":"https://github.com/yuxinjin-whu/D-DFFNet/","introduced_date":"2023-06-20","introduced_date_note":null,"introduced_by":{"paper":"/paper/depth-and-dof-cues-make-a-better-defocus-blur","title":"Depth and DOF Cues Make A Better Defocus Blur Detector","first_author":"Yuxin Jin","url":null},"license":null,"modalities":[{"name":"Images","url":"/datasets/modality/images"}],"tasks":[{"name":"Defocus Blur Detection","url":"/task/defocus-blur-detection","datasets_with_task":"/datasets/task/defocus-blur-detection"}],"languages":[],"variants":["EBD"],"data_loaders":[],"num_papers_in_archive":2,"source":{"archive":"pwc-archive (Hugging Face), CC BY-SA 4.0","snapshot":"2025-07-28"},"benchmarks":[{"leaderboard":"/sota/defocus-blur-detection-on-ebd","task":"Defocus Blur Detection","dataset_variant":"EBD","rows":1,"metrics":["MAE"],"first_row_in_archive_order":{"model":"D-DFFNet","paper":"/paper/depth-and-dof-cues-make-a-better-defocus-blur","metrics":{"MAE":"0.084"},"code_links":[{"title":"yuxinjin-whu/d-dffnet","url":"https://github.com/yuxinjin-whu/d-dffnet"}]},"note":"rows are the archive's own order at snapshot; nothing here re-ranks them"}],"papers_with_a_benchmark_row":[{"paper":"/paper/depth-and-dof-cues-make-a-better-defocus-blur","title":"Depth and DOF Cues Make A Better Defocus Blur Detector","date":"2023-06-20","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."}