{"url":"/dataset/imagenet-50-1","name":"ImageNet-50 (TEMI Split)","full_name":null,"description_markdown":"The ImageNet-50 dataset split as introduced in TEMI.\r\nAdaloglou, Nikolas, Felix Michels, Hamza Kalisch, and Markus Kollmann. \"Exploring the Limits of Deep Image Clustering using Pretrained Models.\" In BMVC. 2023.","description_withheld":null,"homepage":"","introduced_date":null,"introduced_date_note":null,"introduced_by":null,"license":null,"modalities":[],"tasks":[{"name":"Image Clustering","url":"/task/image-clustering","datasets_with_task":"/datasets/task/image-clustering"}],"languages":[],"variants":["ImageNet-50 (TEMI Split)"],"data_loaders":[],"num_papers_in_archive":4,"source":{"archive":"pwc-archive (Hugging Face), CC BY-SA 4.0","snapshot":"2025-07-28"},"benchmarks":[{"leaderboard":"/sota/image-clustering-on-imagenet-50-1","task":"Image Clustering","dataset_variant":"ImageNet-50 (TEMI Split)","rows":5,"metrics":["NMI","ACCURACY","ARI"],"first_row_in_archive_order":{"model":"TEMI CLIP ViT-L (openai)","paper":"/paper/exploring-the-limits-of-deep-image-clustering","metrics":{"ACCURACY":"0.8827","ARI":"0.8272","NMI":"0.9232"},"code_links":[{"title":"HHU-MMBS/TEMI-official-BMVC2023","url":"https://github.com/HHU-MMBS/TEMI-official-BMVC2023"}]},"note":"rows are the archive's own order at snapshot; nothing here re-ranks them"}],"papers_with_a_benchmark_row":[{"paper":"/paper/exploring-the-limits-of-deep-image-clustering","title":"Exploring the Limits of Deep Image Clustering using Pretrained Models","date":"2023-03-31","rows_on_this_dataset":3,"code_links":1,"syntology":{"read_at":"2026-09-24T18:15:14+00:00","samples_harvested":4,"samples_ran":4,"samples_unverified":0,"pointer_only_for_licence":0,"claim":"Per-sample execution on synthesized fixtures; not a correctness claim."}},{"paper":"/paper/the-single-noun-prior-for-image-clustering","title":"Dataset Summarization by K Principal Concepts","date":"2021-04-08","rows_on_this_dataset":1,"code_links":0,"syntology":null},{"paper":"/paper/learning-to-classify-images-without-labels","title":"SCAN: Learning to Classify Images without Labels","date":"2020-05-25","rows_on_this_dataset":1,"code_links":2,"syntology":null}],"syntology_totals":{"read_at":"2026-09-24T18:15:14+00:00","papers_with_samples":1,"samples_harvested":4,"samples_ran":4,"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."}