{"url":"/dataset/thuman2-0-dataset","name":"THuman2.0 Dataset","full_name":null,"description_markdown":"THuman2.0 Dataset contains 500 high-quality human scans captured by a dense DLSR rig. For each scan, we provide the 3D model (.obj) and the corresponding texture map (.jpeg).\r\nImage Source: [Original Paper](https://github.com/ytrock/THuman2.0-Dataset)","description_withheld":null,"homepage":"http://www.liuyebin.com/Function4D/Function4D.html","introduced_date":"2021-05-05","introduced_date_note":null,"introduced_by":{"paper":"/paper/function4d-real-time-human-volumetric-capture","title":"Function4D: Real-time Human Volumetric Capture from Very Sparse Consumer RGBD Sensors","first_author":"Tao Yu","url":null},"license":null,"modalities":[{"name":"Images","url":"/datasets/modality/images"},{"name":"3D","url":"/datasets/modality/3d"},{"name":"RGB-D","url":"/datasets/modality/rgb-d"}],"tasks":[{"name":"Lifelike 3D Human Generation","url":"/task/lifelike-3d-human-generation","datasets_with_task":"/datasets/task/lifelike-3d-human-generation"}],"languages":[{"name":"English","url":"/datasets/language/english"}],"variants":["THuman2.0 Dataset"],"data_loaders":[],"num_papers_in_archive":28,"source":{"archive":"pwc-archive (Hugging Face), CC BY-SA 4.0","snapshot":"2025-07-28"},"benchmarks":[{"leaderboard":"/sota/lifelike-3d-human-generation-on-thuman2-0","task":"Lifelike 3D Human Generation","dataset_variant":"THuman2.0 Dataset","rows":6,"metrics":["CLIP Similarity","SSIM","LPIPS","PSNR"],"first_row_in_archive_order":{"model":"Human-VDM","paper":"/paper/human-vdm-learning-single-image-3d-human","metrics":{"CLIP Similarity":"0.9235","LPIPS":"0.0957","PSNR":"20.068","SSIM":"0.9228"},"code_links":[{"title":"Human-VDM/Human-VDM","url":"https://github.com/Human-VDM/Human-VDM"}]},"note":"rows are the archive's own order at snapshot; nothing here re-ranks them"}],"papers_with_a_benchmark_row":[{"paper":"/paper/human-vdm-learning-single-image-3d-human","title":"Human-VDM: Learning Single-Image 3D Human Gaussian Splatting from Video Diffusion Models","date":"2024-09-04","rows_on_this_dataset":1,"code_links":1,"syntology":null},{"paper":"/paper/ultraman-single-image-3d-human-reconstruction","title":"Ultraman: Single Image 3D Human Reconstruction with Ultra Speed and Detail","date":"2024-03-18","rows_on_this_dataset":1,"code_links":1,"syntology":null},{"paper":"/paper/sifu-side-view-conditioned-implicit-function","title":"SIFU: Side-view Conditioned Implicit Function for Real-world Usable Clothed Human Reconstruction","date":"2023-12-10","rows_on_this_dataset":1,"code_links":1,"syntology":{"read_at":"2026-09-25T09:33:49+00:00","samples_harvested":18,"samples_ran":13,"samples_unverified":5,"pointer_only_for_licence":0,"claim":"Per-sample execution on synthesized fixtures; not a correctness claim."}},{"paper":"/paper/sith-single-view-textured-human","title":"SiTH: Single-view Textured Human Reconstruction with Image-Conditioned Diffusion","date":"2023-11-27","rows_on_this_dataset":1,"code_links":1,"syntology":{"read_at":"2026-09-25T09:33:49+00:00","samples_harvested":3,"samples_ran":3,"samples_unverified":0,"pointer_only_for_licence":0,"claim":"Per-sample execution on synthesized fixtures; not a correctness claim."}},{"paper":"/paper/pamir-parametric-model-conditioned-implicit","title":"PaMIR: Parametric Model-Conditioned Implicit Representation for Image-based Human Reconstruction","date":"2020-07-08","rows_on_this_dataset":1,"code_links":1,"syntology":null},{"paper":"/paper/pifu-pixel-aligned-implicit-function-for-high","title":"PIFu: Pixel-Aligned Implicit Function for High-Resolution Clothed Human Digitization","date":"2019-05-13","rows_on_this_dataset":1,"code_links":1,"syntology":null}],"syntology_totals":{"read_at":"2026-09-25T09:33:49+00:00","papers_with_samples":2,"samples_harvested":21,"samples_ran":16,"samples_unverified":5,"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."}