imadreamerboy/repro-revit-rotational-equivariant-vision-transformers

ReViT bounded CPU equivariance check

This static Space packages one narrow, public-safe check of the released ReViT implementation. It is not a paper reproduction, benchmark result, or independent replication.

The check ran the authors' unchanged synthetic scripts/test_equivariance.py at the pinned source revision 033aae5cd4b2bc53615b8d35492c7dac1c3976ea. After the authors' exact CPU setup command resolved the declared dependencies in a fresh isolated environment, it passed its small seeded 2D C4 and 3D 24-rotation property checks on CPU. It used no PDE data, trained checkpoint, CUDA execution, Hugging Face access, authentication or upload.

Read the static landing page, claim pages, and the evidence bundle for exact scope, results, and limitations. verify_manifest.py validates the included public-safe evidence hashes using only the Python standard library.

Boundary

The official claim about a 65% MSE reduction was not evaluated. The rotational equivariance claim is represented only by the test's discrete C4/proper-cube results under its fixed tiny configuration. This evidence supports neither PDE benchmarks nor numerical-solver quality, generalisation, paper-wide performance or untouched claims.