Mechanical Consistency in Visual Dynamics: Trained Models and Planar Experiments

Companion artifacts for Beyond Geometric Closure: Measuring and Diagnosing Mechanical Consistency in Visual Dynamics.

KeyCLD and CON planar experiments at 64 and 256 pixels, including final checkpoints, saved forecasts, and diagnostic results; LingBot-VA full-parameter adapted checkpoints for seeds 42, 43, and 44 after 50 updates. Packages preserve the companion source code runtime layout.

Each TAR package can be downloaded and imported independently. The included README describes package selection and dependencies.

Access update (2026-10-20): public file downloads have been restored. The companion code repository is public. Files are openly downloadable without access approval. Companion preprint: arXiv:2610.24619. Source code and import instructions: GitHub repository.

License scope: this is a mixed-license collection. The listed licenses apply to their corresponding components, not as alternative licenses for every file.

• cc-by-4.0: Original trajectories, predictions and numerical evidence.
• mit: CON model components and original project code; retain upstream notices.
• apache-2.0: KeyCLD and LingBot model components and adapted checkpoints; retain upstream notices.

Original data are credited to Qibin Gu and Yunfeng Yan. Third-party model terms and copyright notices remain applicable. See component-level notices and full license texts. The public-access change preserves the deposited experimental files and their checksums.

Download the accompanying artifact license texts and notices with the packages. Restoring public access does not change the deposited files or their licenses.