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I Benchmarked 19 LLMs as ML Paper Reviewers. Size and Price Didn’t Predict the Score

This is a submission for the Kaggle Benchmarking Challenge What I Benchmarked Can an LLM review an ML experiment and catch the flaw, and stay quiet when there isn't one? I've been working on models trained on synthetic data that I then test on real data, and I keep seeing how easy it is to report a…

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  1. 2026-10-12 06:59 · DEV Community — Machine Learning
    I Benchmarked 19 LLMs as ML Paper Reviewers. Size and Price Didn’t Predict the Score

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