{"url":"/dataset/worldview-3-pancollection","name":"PanCollection","full_name":null,"description_markdown":"Pansharpening Datasets from WorldView 2, WorldView 3, QuickBird, Gaofen 2 sensors.","description_withheld":null,"homepage":"https://liangjiandeng.github.io/PanCollection.html","introduced_date":"2022-10-05","introduced_date_note":null,"introduced_by":null,"license":null,"modalities":[],"tasks":[{"name":"Pansharpening","url":"/task/pansharpening","datasets_with_task":"/datasets/task/pansharpening"}],"languages":[{"name":"English","url":"/datasets/language/english"}],"variants":["PanCollection","Reduced GaoFen2 PanCollection","Reduced WorldView-3 PanCollection","Reduced QuickBird PanCollection","Full QuickBird PanCollection","Full WorldView-3 PanCollection","Full GaoFen2 PanCollection"],"data_loaders":[{"repo":"https://github.com/XiaoXiao-Woo/PanCollection","url":"https://github.com/XiaoXiao-Woo/PanCollection","frameworks":["pytorch"]}],"num_papers_in_archive":2,"source":{"archive":"pwc-archive (Hugging Face), CC BY-SA 4.0","snapshot":"2025-07-28"},"benchmarks":[{"leaderboard":"/sota/pansharpening-on-worldview-3-pancollection","task":"Pansharpening","dataset_variant":"PanCollection","rows":2,"metrics":["SAM","ERGAS","Q8"],"first_row_in_archive_order":{"model":"DiCNN","paper":"/paper/pansharpening-via-detail-injection-based","metrics":{"ERGAS":"2.7795","Q8":"0.8864","SAM":"3.5170"},"code_links":[{"title":"XiaoXiao-Woo/PanCollection","url":"https://github.com/XiaoXiao-Woo/PanCollection/tree/dev/UDL/pansharpening/models/DiCNN"}]},"note":"rows are the archive's own order at snapshot; nothing here re-ranks them"},{"leaderboard":"/sota/pansharpening-on-full-worldview-3","task":"Pansharpening","dataset_variant":"Full WorldView-3 PanCollection","rows":1,"metrics":["D_lambda","D_s","HQNR"],"first_row_in_archive_order":{"model":"LAGConv","paper":"/paper/pansharpening-via-detail-injection-based","metrics":{"D_lambda":"0.0368","D_s":"0.0418","HQNR":"0.9230"},"code_links":[{"title":"XiaoXiao-Woo/PanCollection","url":"https://github.com/XiaoXiao-Woo/PanCollection/tree/dev/UDL/pansharpening/models/DiCNN"}]},"note":"rows are the archive's own order at snapshot; nothing here re-ranks them"},{"leaderboard":"/sota/pansharpening-on-reduced-quickbird","task":"Pansharpening","dataset_variant":"Reduced QuickBird PanCollection","rows":1,"metrics":["SAM","ERGAS","Q4"],"first_row_in_archive_order":{"model":"LAGConv","paper":"/paper/pansharpening-via-detail-injection-based","metrics":{"ERGAS":"3.8436","Q4":"0.9314","SAM":"4.5548"},"code_links":[{"title":"XiaoXiao-Woo/PanCollection","url":"https://github.com/XiaoXiao-Woo/PanCollection/tree/dev/UDL/pansharpening/models/DiCNN"}]},"note":"rows are the archive's own order at snapshot; nothing here re-ranks them"},{"leaderboard":"/sota/pansharpening-on-reduced-worldview-3","task":"Pansharpening","dataset_variant":"Reduced WorldView-3 PanCollection","rows":1,"metrics":["SAM","ERGAS","Q8"],"first_row_in_archive_order":{"model":"LAGConv","paper":"/paper/pansharpening-via-detail-injection-based","metrics":{"ERGAS":"2.3700","Q8":"0.8961","SAM":"3.0414"},"code_links":[{"title":"XiaoXiao-Woo/PanCollection","url":"https://github.com/XiaoXiao-Woo/PanCollection/tree/dev/UDL/pansharpening/models/DiCNN"}]},"note":"rows are the archive's own order at snapshot; nothing here re-ranks them"}],"papers_with_a_benchmark_row":[{"paper":"/paper/pansharpening-via-detail-injection-based","title":"Pansharpening via Detail Injection Based Convolutional Neural Networks","date":"2018-06-23","rows_on_this_dataset":5,"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."}