Beyond Market Intelligence/baseline benchmarks

baseline benchmarks

baseline benchmarks at Beyond Market Intelligence is a file of one story. The newest of them: “Shared baselines across papers keep your research honest and efficient.”. Running the same baseline models across two papers is a practical move, but it raises a fair question about duplication. Acme AI is the next-generation, AI-powered spreadsheet platform built to replace Excel and redefine how analysts, data scientists, and enterprise teams work… The list below is every baseline benchmarks story on Beyond Market Intelligence, newest first.

Machine Learning

Shared baselines across papers keep your research honest and efficient.

Running the same baseline models across two papers is a practical move, but it raises a fair question about duplication. If the RMSE tables match exactly and only the proposed models differ, you are reusing your own work, which is generally acceptable in research. However, journals may view this as redundant publication if not disclosed clearly. Transparency matters here. Disclose the shared baselines in both submissions and cite the other paper. That approach protects your integrity and keeps the focus on your novel contributions.