{"url":"/dataset/remote-flash-lidar-vehicles-dataset","name":"Remote Flash LiDAR Vehicles Dataset","full_name":null,"description_markdown":"This dataset includes 3D point-cloud and 2D imagery from a flash LiDAR...","description_withheld":null,"homepage":"","introduced_date":"2024-04-16","introduced_date_note":null,"introduced_by":null,"license":null,"modalities":[{"name":"Images","url":"/datasets/modality/images"},{"name":"Videos","url":"/datasets/modality/videos"},{"name":"3D","url":"/datasets/modality/3d"},{"name":"Point cloud","url":"/datasets/modality/point-cloud"},{"name":"LiDAR","url":"/datasets/modality/lidar"}],"tasks":[{"name":"Object Tracking","url":"/task/object-tracking","datasets_with_task":"/datasets/task/object-tracking"},{"name":"3D Object Detection","url":"/task/3d-object-detection","datasets_with_task":"/datasets/task/3d-object-detection"},{"name":"3D Classification","url":"/task/3d-classification","datasets_with_task":"/datasets/task/3d-classification"},{"name":"3D Object Classification","url":"/task/3d-object-classification","datasets_with_task":"/datasets/task/3d-object-classification"},{"name":"Segmentation","url":"/task/segmentation","datasets_with_task":"/datasets/task/segmentation"},{"name":"Remote Sensing Image Classification","url":"/task/remote-sensing-image-classification","datasets_with_task":"/datasets/task/remote-sensing-image-classification"}],"languages":[{"name":"English","url":"/datasets/language/english"}],"variants":["Remote Flash LiDAR Vehicles Dataset"],"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/3d-object-classification-on-remote-flash","task":"3D Object Classification","dataset_variant":"Remote Flash LiDAR Vehicles Dataset","rows":1,"metrics":["mean average precision"],"first_row_in_archive_order":{"model":"YOLO-X","paper":"/paper/real-time-object-detection-and-tracking-using","metrics":{"mean average precision":"0.9858"},"code_links":[]},"note":"rows are the archive's own order at snapshot; nothing here re-ranks them"}],"papers_with_a_benchmark_row":[{"paper":"/paper/real-time-object-detection-and-tracking-using","title":"Real-time object detection and tracking using flash LiDAR imagery","date":"2024-06-07","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."}