{"url":"/dataset/fmd-texture","name":"FMD (materials)","full_name":"Flickr Material Dataset","description_markdown":"Sharan, Lavanya, Ruth Rosenholtz, and Edward Adelson.\r\n     \"Material perception: What can you see in a brief glance?.\"\r\n     Journal of Vision 9.8 (2009): 784-784.   \r\n     http://people.csail.mit.edu/celiu/CVPR2010/FMD/FMD.zip","description_withheld":null,"homepage":"http://people.csail.mit.edu/celiu/CVPR2010/FMD","introduced_date":null,"introduced_date_note":null,"introduced_by":null,"license":null,"modalities":[],"tasks":[{"name":"Image Classification","url":"/task/image-classification","datasets_with_task":"/datasets/task/image-classification"}],"languages":[],"variants":["FMD (materials)"],"data_loaders":[],"num_papers_in_archive":3,"source":{"archive":"pwc-archive (Hugging Face), CC BY-SA 4.0","snapshot":"2025-07-28"},"benchmarks":[{"leaderboard":"/sota/image-classification-on-fmd-texture","task":"Image Classification","dataset_variant":"FMD (materials)","rows":1,"metrics":["Accuracy (%)"],"first_row_in_archive_order":{"model":"RADAM (ConvNeXt-L)","paper":"/paper/radam-texture-recognition-through-randomized-1","metrics":{"Accuracy (%)":"95.2"},"code_links":[{"title":"scabini/RADAM","url":"https://github.com/scabini/RADAM"}]},"note":"rows are the archive's own order at snapshot; nothing here re-ranks them"}],"papers_with_a_benchmark_row":[{"paper":"/paper/radam-texture-recognition-through-randomized-1","title":"RADAM: Texture Recognition through Randomized Aggregated Encoding of Deep Activation Maps","date":"2023-03-08","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."}