{"url":"/dataset/cog","name":"COG","full_name":null,"description_markdown":"A configurable visual question and answer dataset (COG) to parallel experiments in humans and animals. COG is much simpler than the general problem of video analysis, yet it addresses many of the problems relating to visual and logical reasoning and memory -- problems that remain challenging for modern deep learning architectures. \r\n\r\nSource: [A Dataset and Architecture for Visual Reasoning with a Working Memory](/paper/a-dataset-and-architecture-for-visual)","description_withheld":null,"homepage":"https://github.com/google/cog","introduced_date":null,"introduced_date_note":null,"introduced_by":{"paper":"/paper/a-dataset-and-architecture-for-visual","title":"A Dataset and Architecture for Visual Reasoning with a Working Memory","first_author":"Guangyu Robert Yang","url":null},"license":null,"modalities":[],"tasks":[{"name":"Question Answering","url":"/task/question-answering","datasets_with_task":"/datasets/task/question-answering"},{"name":"Visual Question Answering (VQA)","url":"/task/visual-question-answering","datasets_with_task":"/datasets/task/visual-question-answering"},{"name":"Visual Reasoning","url":"/task/visual-reasoning","datasets_with_task":"/datasets/task/visual-reasoning"}],"languages":[],"variants":["COG"],"data_loaders":[{"repo":"https://github.com/google/cog","url":"https://github.com/google/cog","frameworks":["tf"]}],"num_papers_in_archive":7,"source":{"archive":"pwc-archive (Hugging Face), CC BY-SA 4.0","snapshot":"2025-07-28"},"benchmarks":[],"papers_with_a_benchmark_row":[],"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."}