{"url":"/dataset/acid","name":"ACID","full_name":"Aerial Coastline Imagery Dataset","description_markdown":"ACID consists of thousands of aerial drone videos of different coastline and nature scenes on YouTube. Structure-from-motion is used to get camera poses.\r\n\r\nImage source: [https://arxiv.org/pdf/2012.09855v2.pdf](https://arxiv.org/pdf/2012.09855v2.pdf)","description_withheld":null,"homepage":"https://infinite-nature.github.io/","introduced_date":"2020-12-17","introduced_date_note":null,"introduced_by":{"paper":"/paper/infinite-nature-perpetual-view-generation-of","title":"Infinite Nature: Perpetual View Generation of Natural Scenes from a Single Image","first_author":"Andrew Liu","url":null},"license":{"name":"Unknown","url":null},"modalities":[{"name":"Videos","url":"/datasets/modality/videos"}],"tasks":[{"name":"Novel View Synthesis","url":"/task/novel-view-synthesis","datasets_with_task":"/datasets/task/novel-view-synthesis"},{"name":"Generalizable Novel View Synthesis","url":"/task/generalizable-novel-view-synthesis","datasets_with_task":"/datasets/task/generalizable-novel-view-synthesis"}],"languages":[],"variants":["ACID"],"data_loaders":[],"num_papers_in_archive":41,"source":{"archive":"pwc-archive (Hugging Face), CC BY-SA 4.0","snapshot":"2025-07-28"},"benchmarks":[{"leaderboard":"/sota/novel-view-synthesis-on-acid","task":"Novel View Synthesis","dataset_variant":"ACID","rows":3,"metrics":["FID","NLL","PSIM","PSNR","SSIM"],"first_row_in_archive_order":{"model":"impl.-nodepth","paper":"/paper/geometry-free-view-synthesis-transformers-and","metrics":{"FID":"42.88"},"code_links":[{"title":"CompVis/geometry-free-view-synthesis","url":"https://github.com/CompVis/geometry-free-view-synthesis"}]},"note":"rows are the archive's own order at snapshot; nothing here re-ranks them"}],"papers_with_a_benchmark_row":[{"paper":"/paper/geometry-free-view-synthesis-transformers-and","title":"Geometry-Free View Synthesis: Transformers and no 3D Priors","date":"2021-04-15","rows_on_this_dataset":3,"code_links":1,"syntology":{"read_at":"2026-09-24T18:15:14+00:00","samples_harvested":9,"samples_ran":7,"samples_unverified":2,"pointer_only_for_licence":0,"claim":"Per-sample execution on synthesized fixtures; not a correctness claim."}}],"syntology_totals":{"read_at":"2026-09-24T18:15:14+00:00","papers_with_samples":1,"samples_harvested":9,"samples_ran":7,"samples_unverified":2,"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."}