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What if my method is not better than the baseline?

Report it and analyze why. A negative result with a clear explanation of the conditions under which the method does and does not help is a legitimate contribution. Tuning until you find a favorable configuration and reporting only that is the actual problem.

This comes up on MS Computer Science Support, where it is answered in the context of the work itself.

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