{"url":"/dataset/sri-approve-fine-grained-video-classification","name":"SRI-APPROVE Fine-Grained Video Classification","full_name":null,"description_markdown":"APPROVE consists of curated YouTube videos annotated with educational content. APPROVE consists of 193 hours of expert-annotated videos with 19 classes (7 literacy codes, 11 math, and background) and each video is associated with approximately 3 labels on average.","description_withheld":null,"homepage":"https://github.com/rohit-gupta/MMContrast/tree/main/APPROVE","introduced_date":"2023-06-17","introduced_date_note":null,"introduced_by":{"paper":"/paper/class-prototypes-based-contrastive-learning","title":"Class Prototypes Based Contrastive Learning for Classifying Multi-Label and Fine-Grained Educational Videos","first_author":"Rohit Gupta","url":null},"license":{"name":"CC-BY-NC 4.0","url":"https://github.com/rohit-gupta/MMContrast/blob/main/APPROVE/LICENSE"},"modalities":[{"name":"Videos","url":"/datasets/modality/videos"}],"tasks":[{"name":"Video Classification","url":"/task/video-classification","datasets_with_task":"/datasets/task/video-classification"}],"languages":[],"variants":["SRI-APPROVE Fine-Grained Video Classification"],"data_loaders":[],"num_papers_in_archive":1,"source":{"archive":"pwc-archive (Hugging Face), CC BY-SA 4.0","snapshot":"2025-07-28"},"benchmarks":[{"leaderboard":"/sota/video-classification-on-sri-approve-fine","task":"Video Classification","dataset_variant":"SRI-APPROVE Fine-Grained Video Classification","rows":1,"metrics":["AUPR"],"first_row_in_archive_order":{"model":"Multi-Label Prototypes Contrastive Learning","paper":"/paper/class-prototypes-based-contrastive-learning","metrics":{"AUPR":"88.4"},"code_links":[]},"note":"rows are the archive's own order at snapshot; nothing here re-ranks them"}],"papers_with_a_benchmark_row":[{"paper":"/paper/class-prototypes-based-contrastive-learning","title":"Class Prototypes Based Contrastive Learning for Classifying Multi-Label and Fine-Grained Educational Videos","date":"2023-01-01","rows_on_this_dataset":1,"code_links":0,"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."}