Datasets › Human-Art
Human-Art
Human-Art is a versatile human-centric dataset to bridge the gap between natural and artificial scenes. It includes twenty high-quality human scenes, including natural and artificial humans in both 2D representation and 3D representation. It includes 50,000 images including more than 123,000 human figures in 20 scenarios, with annotations of human bounding box, 21 2D human keypoints, human self-contact keypoints, and description text.
Benchmarks archive 2025-07-28
All 1 leaderboard whose dataset resolves to this page shown (sort by any header). "First row" is the archive's own first row at snapshot, in the archive's row order; nothing here re-ranks and metric direction is not asserted.
| First row (archive order) | Paper | Code | ||||
|---|---|---|---|---|---|---|
| 2D Human Pose Estimation | Human-Art | UniPose AP 0.759 | X-Pose: Detecting Any Keypoints | idea-research/x-pose +1 | 10 | Compare |
Papers archive 2025-07-28
5 shown of 5 papers with a leaderboard row on this dataset's benchmarks, newest first. The archive's own "papers using this dataset" list was never published, so this is the benchmark-backed subset; the archive's count for this dataset is 7. The Syntology column is from Syntology's graph (read 2026-09-24), stated per sample; it is not part of any archive number.
| Date | Samples run Syntology | |||
|---|---|---|---|---|
| X-Pose: Detecting Any Keypoints | 2 | 1 | 12 Oct 2023 | ran 11 of 13 samples (2 unverified; 13 pointer-only for licence) |
| RTMPose: Real-Time Multi-Person Pose Estimation based on MMPose | 1 | 2 | 13 Mar 2023 | not harvested |
| Explicit Box Detection Unifies End-to-End Multi-Person Pose Estimation | 3 | 1 | 3 Feb 2023 | ran 0 of 1 samples (1 unverified; 1 pointer-only for licence) |
| ViTPose: Simple Vision Transformer Baselines for Human Pose Estimation | 6 | 4 | 26 Apr 2022 | ran 18 of 31 samples (13 unverified; 6 pointer-only for licence) |
| Deep High-Resolution Representation Learning for Human Pose Estimation | 39 | 2 | 25 Feb 2019 | ran 8 of 25 samples (17 unverified) |
Dataset loaders archive 2025-07-28
No loader listed in the archive.
Tasks archive 2025-07-28
License archive 2025-07-28
https://docs.google.com/document/d/19j-6GFOCYBDU4CxwRSKgORndse_j5iHGK0RCJ2TvXNQ/edit?usp=sharing
Modalities archive 2025-07-28
No modality tagged.
Languages archive 2025-07-28
No language tagged.
Variants archive 2025-07-28
- Human-Art
1 variant name, as the archive lists them.
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