{"url":"/dataset/cripp-vqa","name":"CRIPP-VQA","full_name":"Counterfactual Reasoning about Implicit Physical Properties via Video Question Answering","description_markdown":"**CRIPP-VQA** is a video question answering dataset for reasoning about the implicit physical properties of objects in a scene. It contains videos of object in motion, annotated with questions that involve counterfactual reasoning about actions, questions about planning in order to reach a goal, and descriptive questions about visible properties of objects.\r\n\r\nSource: [CRIPP-VQA: Counterfactual Reasoning about Implicit Physical Properties via Video Question Answering](https://arxiv.org/pdf/2211.03779v1.pdf)\r\n\r\nImage Source: [https://arxiv.org/pdf/2211.03779v1.pdf](https://arxiv.org/pdf/2211.03779v1.pdf)","description_withheld":null,"homepage":"https://maitreyapatel.com/CRIPP-VQA/","introduced_date":"2022-11-07","introduced_date_note":null,"introduced_by":{"paper":"/paper/cripp-vqa-counterfactual-reasoning-about","title":"CRIPP-VQA: Counterfactual Reasoning about Implicit Physical Properties via Video Question Answering","first_author":"Maitreya Patel","url":null},"license":{"name":"MIT license","url":"https://github.com/Maitreyapatel/CRIPP-VQA/blob/main/LICENSE"},"modalities":[{"name":"Videos","url":"/datasets/modality/videos"}],"tasks":[{"name":"Video Question Answering","url":"/task/video-question-answering","datasets_with_task":"/datasets/task/video-question-answering"},{"name":"Descriptive","url":"/task/descriptive","datasets_with_task":"/datasets/task/descriptive"},{"name":"Remove - PQ","url":"/task/remove-pq","datasets_with_task":"/datasets/task/remove-pq"},{"name":"Remove - PO","url":"/task/remove-po","datasets_with_task":"/datasets/task/remove-po"},{"name":"Replace - PQ","url":"/task/replace-pq","datasets_with_task":"/datasets/task/replace-pq"},{"name":"Replace - PO","url":"/task/replace-po","datasets_with_task":"/datasets/task/replace-po"},{"name":"Add - PQ","url":"/task/add-pq","datasets_with_task":"/datasets/task/add-pq"},{"name":"Add - PO","url":"/task/add-po","datasets_with_task":"/datasets/task/add-po"},{"name":"Counterfactual Planning","url":"/task/counterfactual-planning","datasets_with_task":"/datasets/task/counterfactual-planning"}],"languages":[],"variants":["CRIPP-VQA"],"data_loaders":[],"num_papers_in_archive":2,"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."}