{"url":"/dataset/scoraldet-dataset-1","name":"SCoralDet Dataset","full_name":"Soft-Coral Detection Dataset","description_markdown":"> High-quality underwater coral detection dataset for machine learning and computer vision research.\r\n### 🌊 Coral Species:\r\nThe dataset includes images from the following:\r\n- **six coral species**\r\n- **Euphylliaancora**\r\n- **Favosites**\r\n- **Platygyra**\r\n- **Sarcophyton**\r\n- **Sinularia**\r\n- **Wavinghand**\r\n\r\n\r\n### 📂 Dataset Details:\r\n- **Total images**: 646\r\n- **Format**: PNG/JPEG\r\n- **Annotations**: Bounding boxes in COCO format\r\n- **Resolution**: Variable (high-resolution images)\r\n\r\n---","description_withheld":null,"homepage":"https://github.com/RDXiaoLu/SCoralDet-Dataset.git","introduced_date":"2024-12-16","introduced_date_note":null,"introduced_by":{"paper":"/paper/scoraldet-efficient-real-time-underwater-soft","title":"SCoralDet: Efficient real-time underwater soft coral detection with YOLO","first_author":"Zhaoxuan Lu","url":null},"license":{"name":"MIT","url":null},"modalities":[{"name":"Images","url":"/datasets/modality/images"}],"tasks":[{"name":"2D Object Detection","url":"/task/2d-object-detection","datasets_with_task":"/datasets/task/2d-object-detection"}],"languages":[{"name":"English","url":"/datasets/language/english"}],"variants":["SCoralDet Dataset"],"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/2d-object-detection-on-scoraldet-dataset-1","task":"2D Object Detection","dataset_variant":"SCoralDet Dataset","rows":3,"metrics":["mAP50","mAP"],"first_row_in_archive_order":{"model":"MambaCoral-DiffDet","paper":"/paper/a-diffusion-model-and-knowledge-distillation","metrics":{"mAP":"56.6","mAP50":"84.3"},"code_links":[{"title":"RDXiaoLu/MambaCoral-DiffDet","url":"https://github.com/RDXiaoLu/MambaCoral-DiffDet"}]},"note":"rows are the archive's own order at snapshot; nothing here re-ranks them"}],"papers_with_a_benchmark_row":[{"paper":"/paper/a-diffusion-model-and-knowledge-distillation","title":"A Diffusion Model and Knowledge Distillation Framework for Robust Coral Detection in Complex Underwater Environments","date":"2025-01-06","rows_on_this_dataset":1,"code_links":1,"syntology":null},{"paper":"/paper/scoraldet-efficient-real-time-underwater-soft","title":"SCoralDet: Efficient real-time underwater soft coral detection with YOLO","date":"2024-12-16","rows_on_this_dataset":1,"code_links":1,"syntology":null},{"paper":"/paper/underwater-soft-coral-detection-scoralnet-for","title":"Underwater Soft Coral Detection: SCoralNet for Accurate and Efficient Annotation.","date":"2024-08-01","rows_on_this_dataset":1,"code_links":0,"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."}