{"url":"/dataset/massachusetts-building-dataset","name":"Massachusetts building dataset","full_name":null,"description_markdown":"The official dataset contains a training set (137 images), a validation set (4 images), and a testing set (10 images)","description_withheld":null,"homepage":"https://www.cs.toronto.edu/~vmnih/data/","introduced_date":null,"introduced_date_note":null,"introduced_by":null,"license":null,"modalities":[],"tasks":[{"name":"Extracting Buildings In Remote Sensing Images","url":"/task/extracting-buildings-in-remote-sensing-images","datasets_with_task":"/datasets/task/extracting-buildings-in-remote-sensing-images"}],"languages":[],"variants":["Massachusetts building dataset"],"data_loaders":[],"num_papers_in_archive":6,"source":{"archive":"pwc-archive (Hugging Face), CC BY-SA 4.0","snapshot":"2025-07-28"},"benchmarks":[{"leaderboard":"/sota/extracting-buildings-in-remote-sensing-images-4","task":"Extracting Buildings In Remote Sensing Images","dataset_variant":"Massachusetts building dataset","rows":3,"metrics":["IoU"],"first_row_in_archive_order":{"model":"SDSC-UNet","paper":"/paper/sdsc-unet-dual-skip-connection-vit-based-u","metrics":{"IoU":"76.71"},"code_links":[{"title":"stdcoutzrh/BuildingExtraction","url":"https://github.com/stdcoutzrh/BuildingExtraction"}]},"note":"rows are the archive's own order at snapshot; nothing here re-ranks them"}],"papers_with_a_benchmark_row":[{"paper":"/paper/dsat-net-dual-spatial-attention-transformer","title":"DSAT-Net: Dual Spatial Attention Transformer for Building Extraction from Aerial Images","date":"2023-08-16","rows_on_this_dataset":1,"code_links":1,"syntology":null},{"paper":"/paper/building-extraction-from-remote-sensing-1","title":"Building Extraction from Remote Sensing Images via an Uncertainty-Aware Network","date":"2023-07-23","rows_on_this_dataset":1,"code_links":1,"syntology":null},{"paper":"/paper/sdsc-unet-dual-skip-connection-vit-based-u","title":"SDSC-UNet: Dual Skip Connection ViT-based U-shaped Model for Building Extraction","date":"2023-04-25","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."}