{"url":"/dataset/evalcrafter-text-to-video-ectv-dataset","name":"EvalCrafter Text-to-Video (ECTV) Dataset","full_name":null,"description_markdown":"This dataset contains around 10000 videos generated by various methods using the Prompt list. These videos have been evaluated using the innovative EvalCrafter framework, which assesses generative models across visual, content, and motion qualities using 17 objective metrics and subjective user opinions.","description_withheld":null,"homepage":"https://huggingface.co/datasets/RaphaelLiu/EvalCrafter_T2V_Dataset","introduced_date":"2023-10-17","introduced_date_note":null,"introduced_by":{"paper":"/paper/evalcrafter-benchmarking-and-evaluating-large","title":"EvalCrafter: Benchmarking and Evaluating Large Video Generation Models","first_author":"Yaofang Liu","url":null},"license":{"name":"Aapache-2.0","url":null},"modalities":[{"name":"Videos","url":"/datasets/modality/videos"},{"name":"Texts","url":"/datasets/modality/texts"}],"tasks":[{"name":"Text-to-Video Generation","url":"/task/text-to-video-generation","datasets_with_task":"/datasets/task/text-to-video-generation"}],"languages":[{"name":"English","url":"/datasets/language/english"}],"variants":["EvalCrafter Text-to-Video (ECTV) Dataset"],"data_loaders":[],"num_papers_in_archive":6,"source":{"archive":"pwc-archive (Hugging Face), CC BY-SA 4.0","snapshot":"2025-07-28"},"benchmarks":[{"leaderboard":"/sota/text-to-video-generation-on-evalcrafter-text","task":"Text-to-Video Generation","dataset_variant":"EvalCrafter Text-to-Video (ECTV) Dataset","rows":5,"metrics":["Visual Quality","Motion Quality","Temporal Consistency","Text-to-Video Alignment","Total Score"],"first_row_in_archive_order":{"model":"VideoCrafter2","paper":"/paper/videocrafter2-overcoming-data-limitations-for","metrics":{"Motion Quality":"63.98","Temporal Consistency":"61.46","Text-to-Video Alignment":"63.16","Total Score":"243","Visual Quality":"54.82"},"code_links":[{"title":"videocrafter/videocrafter","url":"https://github.com/videocrafter/videocrafter"},{"title":"ailab-cvc/videocrafter","url":"https://github.com/ailab-cvc/videocrafter"}]},"note":"rows are the archive's own order at snapshot; nothing here re-ranks them"}],"papers_with_a_benchmark_row":[{"paper":"/paper/videocrafter2-overcoming-data-limitations-for","title":"VideoCrafter2: Overcoming Data Limitations for High-Quality Video Diffusion Models","date":"2024-01-17","rows_on_this_dataset":1,"code_links":2,"syntology":{"read_at":"2026-09-24T18:15:14+00:00","samples_harvested":21,"samples_ran":14,"samples_unverified":7,"pointer_only_for_licence":21,"claim":"Per-sample execution on synthesized fixtures; not a correctness claim."}},{"paper":"/paper/videocrafter1-open-diffusion-models-for-high","title":"VideoCrafter1: Open Diffusion Models for High-Quality Video Generation","date":"2023-10-30","rows_on_this_dataset":1,"code_links":3,"syntology":{"read_at":"2026-09-24T18:15:14+00:00","samples_harvested":12,"samples_ran":7,"samples_unverified":5,"pointer_only_for_licence":0,"claim":"Per-sample execution on synthesized fixtures; not a correctness claim."}},{"paper":"/paper/show-1-marrying-pixel-and-latent-diffusion","title":"Show-1: Marrying Pixel and Latent Diffusion Models for Text-to-Video Generation","date":"2023-09-27","rows_on_this_dataset":1,"code_links":1,"syntology":{"read_at":"2026-09-24T18:15:14+00:00","samples_harvested":1,"samples_ran":1,"samples_unverified":0,"pointer_only_for_licence":1,"claim":"Per-sample execution on synthesized fixtures; not a correctness claim."}},{"paper":"/paper/lavie-high-quality-video-generation-with","title":"LAVIE: High-Quality Video Generation with Cascaded Latent Diffusion Models","date":"2023-09-26","rows_on_this_dataset":1,"code_links":2,"syntology":{"read_at":"2026-09-24T18:15:14+00:00","samples_harvested":2,"samples_ran":1,"samples_unverified":1,"pointer_only_for_licence":0,"claim":"Per-sample execution on synthesized fixtures; not a correctness claim."}},{"paper":"/paper/videocomposer-compositional-video-synthesis","title":"VideoComposer: Compositional Video Synthesis with Motion Controllability","date":"2023-06-03","rows_on_this_dataset":1,"code_links":4,"syntology":{"read_at":"2026-09-24T18:15:14+00:00","samples_harvested":21,"samples_ran":5,"samples_unverified":16,"pointer_only_for_licence":1,"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":5,"samples_harvested":57,"samples_ran":28,"samples_unverified":29,"pointer_only_for_licence":23,"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."}