Researcher can't reproduce baseline numbers with authors' code

A researcher reran a published baseline using the authors' released code and listed hyperparameters; most benchmarks match within noise, but two are several points lower across seeds over four repeats months apart. They ask how to make the reproduction convincing, whether to contact the authors first, and how to avoid it reading as an attack.