{"url":"/dataset/clevr-dialog","name":"CLEVR-Dialog","full_name":"CLEVR-Dialog","description_markdown":"CLEVR-Dialog is a large diagnostic dataset for studying multi-round reasoning in visual dialog. Specifically, that authors construct a dialog grammar that is grounded in the scene graphs of the images from the CLEVR dataset. This combination results in a dataset where all aspects of the visual dialog are fully annotated. In total, CLEVR-Dialog contains 5 instances of 10-round dialogs for about 85k CLEVR images, totaling to 4.25M question-answer pairs.\r\n\r\nThe CLEVR-Dialog is used to benchmark performance of standard visual dialog models; in particular, on visual coreference resolution (as a function of the coreference distance). This is the first analysis of its kind for visual dialog models that was not possible without this dataset. \r\n\r\nCLEVR-Dialog is aims to help inform the development of future models for visual dialog.\r\n\r\nSource: [CLEVR-Dialog](https://github.com/satwikkottur/clevr-dialog)","description_withheld":null,"homepage":"https://github.com/satwikkottur/clevr-dialog","introduced_date":"2019-03-07","introduced_date_note":null,"introduced_by":{"paper":"/paper/clevr-dialog-a-diagnostic-dataset-for-multi","title":"CLEVR-Dialog: A Diagnostic Dataset for Multi-Round Reasoning in Visual Dialog","first_author":"Satwik Kottur","url":null},"license":{"name":"BSD 3-Clause","url":"https://github.com/satwikkottur/clevr-dialog/blob/master/LICENSE"},"modalities":[{"name":"Images","url":"/datasets/modality/images"},{"name":"Texts","url":"/datasets/modality/texts"},{"name":"Dialog","url":"/datasets/modality/dialog"}],"tasks":[{"name":"Question Answering","url":"/task/question-answering","datasets_with_task":"/datasets/task/question-answering"},{"name":"Coreference Resolution","url":"/task/coreference-resolution","datasets_with_task":"/datasets/task/coreference-resolution"},{"name":"Visual Dialog","url":"/task/visual-dialogue","datasets_with_task":"/datasets/task/visual-dialogue"}],"languages":[],"variants":["CLEVR-Dialog"],"data_loaders":[{"repo":"https://github.com/satwikkottur/clevr-dialog","url":"https://github.com/satwikkottur/clevr-dialog","frameworks":[]}],"num_papers_in_archive":10,"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."}