{"url":"/dataset/hrsod","name":"HRSOD","full_name":"High-Resolution Salient Object Detection","description_markdown":"There exist several datasets for saliency detection, but none of them is specifically designed for high-resolution salient object detection. High-Resolution Salient Object Detection (HRSOD) dataset, containing 1610 training images and 400 test images. The total 2010 images are collected from the website of Flickr with the license of all creative commons. Pixel-level ground truths are manually annotated by 40 subjects. The shortest edge of each image in HRSOD is more than 1200 pixels.","description_withheld":null,"homepage":"https://github.com/yi94code/HRSOD","introduced_date":"2019-08-20","introduced_date_note":null,"introduced_by":{"paper":"/paper/towards-high-resolution-salient-object","title":"Towards High-Resolution Salient Object Detection","first_author":"Yi Zeng","url":null},"license":{"name":"unknown","url":null},"modalities":[{"name":"Images","url":"/datasets/modality/images"}],"tasks":[{"name":"RGB Salient Object Detection","url":"/task/salient-object-detection","datasets_with_task":"/datasets/task/salient-object-detection"},{"name":"Salient Object Detection","url":"/task/salient-object-detection-1","datasets_with_task":"/datasets/task/salient-object-detection-1"}],"languages":[{"name":"English","url":"/datasets/language/english"}],"variants":["HRSOD"],"data_loaders":[],"num_papers_in_archive":23,"source":{"archive":"pwc-archive (Hugging Face), CC BY-SA 4.0","snapshot":"2025-07-28"},"benchmarks":[{"leaderboard":"/sota/rgb-salient-object-detection-on-hrsod","task":"RGB Salient Object Detection","dataset_variant":"HRSOD","rows":14,"metrics":["S-Measure","max F-Measure","MAE","mBA"],"first_row_in_archive_order":{"model":"PDFNet (HRSOD,UHRSD)","paper":"/paper/patch-depth-fusion-dichotomous-image","metrics":{"MAE":"0.012","S-Measure":"0.963","max F-Measure":"0.965"},"code_links":[{"title":"tennine2077/pdfnet","url":"https://github.com/tennine2077/pdfnet"}]},"note":"rows are the archive's own order at snapshot; nothing here re-ranks them"}],"papers_with_a_benchmark_row":[{"paper":"/paper/patch-depth-fusion-dichotomous-image","title":"Patch-Depth Fusion: Dichotomous Image Segmentation via Fine-Grained Patch Strategy and Depth Integrity-Prior","date":"2025-03-08","rows_on_this_dataset":1,"code_links":1,"syntology":null},{"paper":"/paper/bilateral-reference-for-high-resolution","title":"Bilateral Reference for High-Resolution Dichotomous Image Segmentation","date":"2024-01-07","rows_on_this_dataset":5,"code_links":1,"syntology":{"read_at":"2026-09-24T18:15:14+00:00","samples_harvested":14,"samples_ran":13,"samples_unverified":1,"pointer_only_for_licence":0,"claim":"Per-sample execution on synthesized fixtures; not a correctness claim."}},{"paper":"/paper/revisiting-image-pyramid-structure-for-high","title":"Revisiting Image Pyramid Structure for High Resolution Salient Object Detection","date":"2022-09-20","rows_on_this_dataset":3,"code_links":3,"syntology":{"read_at":"2026-09-24T18:15:14+00:00","samples_harvested":11,"samples_ran":3,"samples_unverified":8,"pointer_only_for_licence":0,"claim":"Per-sample execution on synthesized fixtures; not a correctness claim."}},{"paper":"/paper/pyramid-grafting-network-for-one-stage-high","title":"Pyramid Grafting Network for One-Stage High Resolution Saliency Detection","date":"2022-04-11","rows_on_this_dataset":3,"code_links":1,"syntology":{"read_at":"2026-09-24T18:15:14+00:00","samples_harvested":8,"samples_ran":4,"samples_unverified":4,"pointer_only_for_licence":0,"claim":"Per-sample execution on synthesized fixtures; not a correctness claim."}},{"paper":"/paper/disentangled-high-quality-salient-object","title":"Disentangled High Quality Salient Object Detection","date":"2021-08-08","rows_on_this_dataset":1,"code_links":2,"syntology":null},{"paper":"/paper/towards-high-resolution-salient-object","title":"Towards High-Resolution Salient Object Detection","date":"2019-08-20","rows_on_this_dataset":1,"code_links":1,"syntology":null}],"syntology_totals":{"read_at":"2026-09-24T18:15:14+00:00","papers_with_samples":3,"samples_harvested":33,"samples_ran":20,"samples_unverified":13,"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."}