If-testing. If the benchmark asks you to render something, pre-render it and just play the video! Free FPS!!!
UNLEASH THE POWER LIMITS. THE USER WOULDN'T NOTICE ANYWAY. WHO CARES IF THE PHONE BURN THEIR HANDS FOR A 30% BETTER SCORE? (For maximum effect, make this a mode that the user has no way to access.)
Use benchmark specific optimization, eg. hand tuned code, carefully selected options, and hidden flags. Using this in base rules or online platforms is recommended.
Modify the code at run-time through an optimizer (eg. Intel iBOT) for maximized performance while still running the same thing. (Do not tell anyone it's not the same code...)
Train on the test set and tune based on the test set. Why would anyone notice that your model is suddenly a LGM on your own "Codeforces" benchmark? (Don't tell anyone it's outputting the sample codes...)
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yossy approves of this