{"url":"/dataset/acne04","name":"ACNE04","full_name":null,"description_markdown":"The ACNE04 dataset includes 3756 Chinese face images with Acne.  The ACNE04 dataset includes the annotations of local lesion numbers and global acne\r\nseverity based on Hayashi Criterion.","description_withheld":null,"homepage":"","introduced_date":"2019-10-01","introduced_date_note":null,"introduced_by":{"paper":"/paper/joint-acne-image-grading-and-counting-via","title":"Joint Acne Image Grading and Counting via Label Distribution Learning","first_author":"Xiaoping Wu","url":null},"license":null,"modalities":[{"name":"Images","url":"/datasets/modality/images"},{"name":"Medical","url":"/datasets/modality/medical"}],"tasks":[{"name":"Medical Image Classification","url":"/task/medical-image-classification","datasets_with_task":"/datasets/task/medical-image-classification"},{"name":"Acne Severity Grading","url":"/task/acne-severity-grading","datasets_with_task":"/datasets/task/acne-severity-grading"}],"languages":[],"variants":["ACNE04"],"data_loaders":[{"repo":"https://github.com/soad109/skincare-advisor","url":"https://github.com/soad109/skincare-advisor","frameworks":["tf","pytorch"]}],"num_papers_in_archive":12,"source":{"archive":"pwc-archive (Hugging Face), CC BY-SA 4.0","snapshot":"2025-07-28"},"benchmarks":[{"leaderboard":"/sota/acne-severity-grading-on-acne04","task":"Acne Severity Grading","dataset_variant":"ACNE04","rows":5,"metrics":["Accuracy"],"first_row_in_archive_order":{"model":"DED","paper":"/paper/ded-diagnostic-evidence-distillation-for-acne","metrics":{"Accuracy":"86.06"},"code_links":[{"title":"linyi0604/DED-Diagnostic-Evidence-Distillation-for-Acne-Severity-Grading-on-Face-Images","url":"https://github.com/linyi0604/DED-Diagnostic-Evidence-Distillation-for-Acne-Severity-Grading-on-Face-Images"}]},"note":"rows are the archive's own order at snapshot; nothing here re-ranks them"}],"papers_with_a_benchmark_row":[{"paper":"/paper/ded-diagnostic-evidence-distillation-for-acne","title":"DED: Diagnostic Evidence Distillation for acne severity grading on face images","date":"2023-10-05","rows_on_this_dataset":1,"code_links":1,"syntology":null},{"paper":"/paper/acne-severity-grading-on-face-images-via","title":"Acne Severity Grading on Face Images via Extraction and Guidance of Prior Knowledge","date":"2023-01-02","rows_on_this_dataset":1,"code_links":1,"syntology":null},{"paper":"/paper/kieglfn-a-unified-acne-grading-framework-on","title":"KIEGLFN: A unified acne grading framework on face images","date":"2022-06-01","rows_on_this_dataset":1,"code_links":1,"syntology":null},{"paper":"/paper/an-acne-grading-framework-on-face-images-via","title":"An Acne Grading Framework on Face Images via Skin Attention and SFNet","date":"2022-01-14","rows_on_this_dataset":1,"code_links":0,"syntology":null},{"paper":"/paper/joint-acne-image-grading-and-counting-via","title":"Joint Acne Image Grading and Counting via Label Distribution Learning","date":"2019-10-01","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."}