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mpjpe

Syntologyentry name in harvested coderead from the graph 2026-09-24

mpjpe appears in the code Syntology harvested for 13 papers, as 8 distinct code bodies found in 14 places (a place is one code body under one paper). At least one of them ran in 9 of the papers; 1 of the code bodies carries a behaviour fingerprint.

What this page is not. Routines are grouped here by the exact string of their function or class name. Nothing asserts that two samples named mpjpe do the same thing, share code, or are comparable; the name is a string, not an identity. Behaviour outputs (what a fingerprinted sample returned on the shared battery) are not in this export and are not shown here; the graph at syntology.ai holds them. "Ran" means executed on a synthesized fixture, not that the code is correct or reproduces a paper.

Samples Syntology

Syntology ran 3 of the 8 distinct code bodies named mpjpe; 5 are unverified. One tile per status, in the site's fixed vocabulary, each code body counted once:

0ran · honoured contract
0ran · violated contract
0ran · our draft was wrong
0ran · fixture could not drive it
3ran
5unverified
1fingerprinted

Licence is a property of each copy, so it is counted per place: 4 of the 14 places are pointer only (Syntology does not serve that copy's text). This site shows no code text for any sample; every row below links to the file in its repository where the record names one.

“Ran” means the sample executed on a synthesized input; it does not mean the output is correct. “Honoured” and “violated” refer to a contract Syntology drafted from the code itself; “our draft was wrong” and “fixture could not drive it” are failures of Syntology's instrument, not of the code, and those samples did run. The ran count above is every status except unverified, the same rule as each paper page.

Papers

13 papers shown of 13, newest first; 14 places in the table. A paper with no recorded date is placed by the month its arXiv id encodes, shown in the Date column as YYYY-MM (from id). One row per place: a paper whose repository defines the name more than once appears more than once, and the same code body held for several papers appears once under each, with the same status. Titles and dates are the archive's archive 2025-07-28 for papers in the archive; 2 papers have no page here and are shown by arXiv id only. Status and fingerprint are Syntology's record of each code body; licence is recorded for each place. The File cell ends with the code body's code_sha256, Syntology's identity for that exact code: an agent fetches the stored sample with Syntology's MCP tool get_code(code_sha256="…") (how to connect); click an identity to copy that call.

PaperDateFileStatus SyntologyLicence
KTPFormer: Kinematics and Trajectory Prior Knowledge-Enhanced Transformer for 3D Human Pose Estimation 31 Mar 2024 JihuaPeng/KTPFormer/common/loss.py 8e11f61858f90f83 ran no licence file found · pointer only
A Dual-Augmentor Framework for Domain Generalization in 3D Human Pose Estimation 17 Mar 2024 davidpengucf/DAF-DG/utils/loss.py 3afb541a8147d123 ran fingerprinted no licence file found · pointer only
Skeleton-in-Context: Unified Skeleton Sequence Modeling with In-Context Learning 6 Dec 2023 fanglaosi/skeleton-in-context/lib/model/loss.py 08fdd93d7a20142f ran no licence file found · pointer only
MotionAGFormer: Enhancing 3D Human Pose Estimation with a Transformer-GCNFormer Network 25 Oct 2023 taatiteam/motionagformer/loss/pose3d.py 08fdd93d7a20142f ran Apache-2.0 (permissive)
Approximately Equivariant Graph Networks 21 Aug 2023 nhuang37/approx_equivariant_graph_nets/Human_Pose_Est/common/loss.py 3afb541a8147d123 ran fingerprinted no licence file found · pointer only
DiffPose: Toward More Reliable 3D Pose Estimation 30 Nov 2022 GONGJIA0208/Diffpose/common/loss.py 3afb541a8147d123 ran fingerprinted MIT (permissive)
MotionBERT: A Unified Perspective on Learning Human Motion Representations 12 Oct 2022 Walter0807/MotionBERT/lib/model/loss.py 08fdd93d7a20142f ran Apache-2.0 (permissive)
Uplift and Upsample: Efficient 3D Human Pose Estimation with Uplifting Transformers 12 Oct 2022 goldbricklemon/uplift-upsample-3dhpe/common/dataset/metrics.py 3b759fd80717758c unverified MIT (permissive)
Uplift and Upsample: Efficient 3D Human Pose Estimation with Uplifting Transformers 12 Oct 2022 kaulquappe23/a2b_human_mesh/dataset/metrics.py 2f8afe6d7dc3c1cc unverified MIT (permissive)
GraphMLP: A Graph MLP-Like Architecture for 3D Human Pose Estimation 13 Jun 2022 vegetebird/graphmlp/common/eval_cal.py 754f9dab8b2150e0 unverified MIT (permissive)
SRNet: Improving Generalization in 3D Human Pose Estimation with a Split-and-Recombine Approach 18 Jul 2020 ailingzengzzz/Split-and-Recombine-Net/common/common_pytorch/loss/loss_family.py 3afb541a8147d123 ran fingerprinted Apache-2.0 (permissive)
Semantic Graph Convolutional Networks for 3D Human Pose Regression 6 Apr 2019 garyzhao/SemGCN/common/loss.py 3afb541a8147d123 ran fingerprinted Apache-2.0 (permissive)
arXiv:Li_Hourglass_Tokenizer_for_Efficient_Transformer-Based_3D_Human_Pose_Estimation_CVPR_2024_paper NationalGAILab/HoT/common/loss.py 14b0f17b4840abba unverified MIT (permissive)
arXiv:04820 Kelly510/PoseRetNet/common/model/loss.py 2702df74a4a7595e unverified MIT (permissive)

This site shows no code text; each File cell links to the file on GitHub at the repository's current default branch, which may have changed since the harvest. "Pointer only" means Syntology does not serve that copy's text, for one of four reasons: no licence file was found; the licence was not identified; the licence is recorded as permissive but that copy's record is not marked cleared; or the licence is outside the permissive list Syntology serves text under (MIT, Apache-2.0, BSD and similar). Some licences outside that list permit redistribution, such as WTFPL, and GPL-3.0 under its conditions; they are simply not on the list. Hover a licence cell for the reason. Per-sample records for a paper are on its paper page under "Code Syntology ran".

Report a problem or propose a change · a person checks every report against the paper or source before anything changes; decisions are listed on /corrections