{"url":"/dataset/kinetics-100","name":"Kinetics-100","full_name":null,"description_markdown":"Kinetics-100 is a dataset split created from the Kinetics dataset to evaluate the performance of few-shot action recognition models. 100 classes are randomly selected from a total of 400 categories, each composed of 100 examples. The 100 classes are further split into 64, 12, and 24 non-overlapping classes to use as the meta-training set, meta-validation set, and meta-testing set, respectively.  Link to the selected samples can be found here: https://github.com/ffmpbgrnn/CMN/tree/master/kinetics-100","description_withheld":null,"homepage":"https://github.com/ffmpbgrnn/CMN/tree/master/kinetics-100","introduced_date":null,"introduced_date_note":null,"introduced_by":null,"license":null,"modalities":[{"name":"Videos","url":"/datasets/modality/videos"}],"tasks":[{"name":"Few Shot Action Recognition","url":"/task/few-shot-action-recognition","datasets_with_task":"/datasets/task/few-shot-action-recognition"}],"languages":[{"name":"English","url":"/datasets/language/english"}],"variants":["Kinetics-100"],"data_loaders":[],"num_papers_in_archive":8,"source":{"archive":"pwc-archive (Hugging Face), CC BY-SA 4.0","snapshot":"2025-07-28"},"benchmarks":[{"leaderboard":"/sota/few-shot-action-recognition-on-kinetics-100","task":"Few Shot Action Recognition","dataset_variant":"Kinetics-100","rows":8,"metrics":["Accuracy"],"first_row_in_archive_order":{"model":"Name Tuning","paper":"/paper/few-shot-classification-of-interactive","metrics":{"Accuracy":"94.7"},"code_links":[{"title":"zanedurante/vlm_benchmark","url":"https://github.com/zanedurante/vlm_benchmark"}]},"note":"rows are the archive's own order at snapshot; nothing here re-ranks them"}],"papers_with_a_benchmark_row":[{"paper":"/paper/few-shot-classification-of-interactive","title":"Few-Shot Classification of Interactive Activities of Daily Living (InteractADL)","date":"2024-06-03","rows_on_this_dataset":1,"code_links":1,"syntology":null},{"paper":"/paper/hybrid-relation-guided-set-matching-for-few","title":"Hybrid Relation Guided Set Matching for Few-shot Action Recognition","date":"2022-04-28","rows_on_this_dataset":1,"code_links":1,"syntology":null},{"paper":"/paper/spatio-temporal-relation-modeling-for-few","title":"Spatio-temporal Relation Modeling for Few-shot Action Recognition","date":"2021-12-09","rows_on_this_dataset":1,"code_links":1,"syntology":null},{"paper":"/paper/temporal-relational-crosstransformers-for-few","title":"Temporal-Relational CrossTransformers for Few-Shot Action Recognition","date":"2021-01-15","rows_on_this_dataset":1,"code_links":2,"syntology":{"read_at":"2026-09-24T18:15:14+00:00","samples_harvested":5,"samples_ran":2,"samples_unverified":3,"pointer_only_for_licence":1,"claim":"Per-sample execution on synthesized fixtures; not a correctness claim."}},{"paper":"/paper/depth-guided-adaptive-meta-fusion-network-for","title":"Depth Guided Adaptive Meta-Fusion Network for Few-shot Video Recognition","date":"2020-10-20","rows_on_this_dataset":1,"code_links":1,"syntology":{"read_at":"2026-09-24T18:15:14+00:00","samples_harvested":10,"samples_ran":1,"samples_unverified":9,"pointer_only_for_licence":0,"claim":"Per-sample execution on synthesized fixtures; not a correctness claim."}},{"paper":"/paper/few-shot-action-recognition-via-improved","title":"Few-shot Action Recognition with Permutation-invariant Attention","date":"2020-01-12","rows_on_this_dataset":1,"code_links":1,"syntology":null},{"paper":"/paper/tarn-temporal-attentive-relation-network-for","title":"TARN: Temporal Attentive Relation Network for Few-Shot and Zero-Shot Action Recognition","date":"2019-07-21","rows_on_this_dataset":1,"code_links":0,"syntology":null},{"paper":"/paper/few-shot-video-classification-via-temporal","title":"Few-Shot Video Classification via Temporal Alignment","date":"2019-06-27","rows_on_this_dataset":1,"code_links":0,"syntology":null}],"syntology_totals":{"read_at":"2026-09-24T18:15:14+00:00","papers_with_samples":2,"samples_harvested":15,"samples_ran":3,"samples_unverified":12,"pointer_only_for_licence":1,"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."}