Asked about Reading papers without reading papers

A paper reports a gain on a benchmark. How do you decide whether it applies to your system?

An answer that works

Compare the setting rather than the number. Is the baseline the thing I actually run, is the data distribution like mine, and is the effect larger than the seed spread they report? If it survives that and it would be cheap to test, I run it on my own eval rather than adopting it, because my eval is the only one I will be judged on.

Reading an answer is not being able to give one. The section that teaches this is Reading papers without reading papers, 5 hours of Reading papers.

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