{"url":"/dataset/visual-choice-of-plausible-alternatives","name":"Visual Choice of Plausible Alternatives","full_name":"VCOPA","description_markdown":"Visual Choice of Plausible Alternatives (VCOPA) is an evaluation dataset containing 380 VCOPA questions and over 1K images with various topics, which is amenable to automatic evaluation, and present the performance of baseline reasoning approaches as initial benchmarks for future systems.\r\n\r\nSource: [Visual Choice of Plausible Alternatives: An Evaluation of Image-based Commonsense Causal Reasoning](/paper/visual-choice-of-plausible-alternatives-an)","description_withheld":null,"homepage":"https://antest1.github.io/VCOPA-Dataset/","introduced_date":null,"introduced_date_note":null,"introduced_by":{"paper":"/paper/visual-choice-of-plausible-alternatives-an","title":"Visual Choice of Plausible Alternatives: An Evaluation of Image-based Commonsense Causal Reasoning","first_author":"Jinyoung Yeo","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":["Visual Choice of Plausible Alternatives"],"data_loaders":[],"num_papers_in_archive":1,"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":"2026-09-25T09:33:49+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."}