CVPR Reproducibility

At CVPR, reproducibility failures rarely look like fraud; they look like a table nobody can match because one augmentation flag, one crop size, or one pretraining corpus went unstated. This skill hardens the paper against that fate, anchored in the 2026-cycle machinery (checked 2026-07-08): the Compute Reporting Form, the anonymous supplement, and reviewers trained on a decade of un-reproducible state-of-the-art claims.

The CRF as a reproducibility floor

The 2026 cycle attached a Compute Reporting Form to every submission — Section 1 (hardware specification) and Section 5 (verification) mandatory, deeper sections optional, with an explicit opt-out route for proprietary constraints. Treat the mandatory floor as the start, not the ceiling: