{"url":"/dataset/rb-dust","name":"RB-Dust","full_name":"RB-Dust: Real-world Industrial Dust Dehazing Dataset","description_markdown":"A small-scale real-world dataset containing hazy/dusty industrial images and their clean ground truth counterparts. Designed for evaluating deep learning models for dust removal and image dehazing in industrial environments. Collected and fine-tuned by Moshtaghioun et al., 2025.","description_withheld":null,"homepage":"https://agriscapes-dataset.com/rb-dust-2/","introduced_date":"2025-05-13","introduced_date_note":null,"introduced_by":null,"license":{"name":"Creative Commons Attribution-NonCommercial-ShareAlike 4.0 International License","url":"https://agriscapes-dataset.com/"},"modalities":[{"name":"Images","url":"/datasets/modality/images"}],"tasks":[{"name":"Image Dehazing","url":"/task/image-dehazing","datasets_with_task":"/datasets/task/image-dehazing"},{"name":"Single Image Dehazing","url":"/task/single-image-dehazing","datasets_with_task":"/datasets/task/single-image-dehazing"}],"languages":[],"variants":["RB-Dust"],"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/image-dehazing-on-rb-dust","task":"Image Dehazing","dataset_variant":"RB-Dust","rows":1,"metrics":["PSNR"],"first_row_in_archive_order":{"model":"EENet","paper":"/paper/eenet-frequency-aware-and-spatially","metrics":{"PSNR":"27.45"},"code_links":[{"title":"amir1373/EENet-Dehazing","url":"https://github.com/amir1373/EENet-Dehazing"}]},"note":"rows are the archive's own order at snapshot; nothing here re-ranks them"}],"papers_with_a_benchmark_row":[{"paper":"/paper/eenet-frequency-aware-and-spatially","title":"EENet: Frequency-Aware and Spatially Multiscale Network for Single Image Dehazing","date":"2025-02-01","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."}