Analysis plans for a child–adult human action recognition benchmark
Analysis plans of a study comparing action recognition accuracy on children and adults with a class-balanced, human-verified benchmark built from Kinetics-700. 1) Main analysis plan (dated 28 September 2026), with a change log that dates each later change and states whether it was made before or after the results. 2) Plan for two additional analyses (26 October 2026): more Kinetics-400 models used off the shelf, and partial fine-tuning of an image and a video backbone. The record contains no data about the people in the videos. Annotations and code will be deposited separately, with restricted access.
Authors
- Víctor M. R. Penichet (ORCID: https://orcid.org/0000-0003-1125-9344)
- B. Lorente (ORCID: https://orcid.org/0009-0004-9304-6610)
- L. P. Sáenz Martínez (ORCID: https://orcid.org/0009-0002-4989-7544)
- María Dolores Lozano (ORCID: https://orcid.org/0000-0003-4069-2112)
Institutions
- University of Castilla-La Mancha (ES)
Publication Details
- Journal
- Zenodo (CERN European Organization for Nuclear Research)
- Published
- 2026-10-26
- DOI
- https://doi.org/10.5281/zenodo.23674325
- Primary Topic
- Human Pose and Action Recognition
- Type
- article
- Field-Weighted Citation Impact
- 0.00