Datasets › CAPE
CAPE (Clothed Auto Person Encoding)
The CAPE dataset is a 3D dynamic dataset of clothed humans, featuring:
- 3D mesh registrations of accurate scans of clothed people in motion, captured at 60 FPS;
- Consistent SMPL mesh topology, all frames in correspondence;
- Precise, captured minimally clothed body shape under clothing;
- Clothed bodies of large pose variations;
- Both posed and unposed (i.e. in canonical pose) clothed body for each frame;
- SMPL body pose parameters for each frame;
- (New!) High-quality raw scan data of several subjects and sequences along with texture is available. Please first register as a user and send us your request.
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 | ||||
|---|---|---|---|---|---|---|
| 3D Human Reconstruction | CAPE | ICON Chamfer (cm) 1.142 | ICON: Implicit Clothed humans Obtained from Normals | yuliangxiu/icon +1 | 4 | Compare |
Papers archive 2025-07-28
4 shown of 4 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 10. 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 | |||
|---|---|---|---|---|
| ICON: Implicit Clothed humans Obtained from Normals | 2 | 1 | 16 Dec 2021 | not harvested |
| PaMIR: Parametric Model-Conditioned Implicit Representation for Image-based Human Reconstruction | 1 | 1 | 8 Jul 2020 | not harvested |
| PIFuHD: Multi-Level Pixel-Aligned Implicit Function for High-Resolution 3D Human Digitization | 3 | 1 | 1 Apr 2020 | not harvested |
| PIFu: Pixel-Aligned Implicit Function for High-Resolution Clothed Human Digitization | 1 | 1 | 13 May 2019 | not harvested |
Dataset loaders archive 2025-07-28
2 loaders as listed in the archive; links are outbound and not re-checked here.
Tasks archive 2025-07-28
License archive 2025-07-28
Modalities archive 2025-07-28
Languages archive 2025-07-28
No language tagged.
Variants archive 2025-07-28
- CAPE
1 variant name, as the archive lists them.
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