How to effectively design the baseline methods for specific problems?
This is also my raised question when approaching any specific research problem. The baseline methods can be 1) state-of-the-art methods that well-studied in previous studies (yeh, we can use them by re-implementing some of them but how many are enough? It's hard question) 2) the simplest methods that we can think of naturally or the methods we easily propose but should not be too naive (because beating the methods which are naive will degrade the value of your proposed methods).
Just my thoughts, any corrections are welcome!
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Cheers,
Vu
This is also my raised question when approaching any specific research problem. The baseline methods can be 1) state-of-the-art methods that well-studied in previous studies (yeh, we can use them by re-implementing some of them but how many are enough? It's hard question) 2) the simplest methods that we can think of naturally or the methods we easily propose but should not be too naive (because beating the methods which are naive will degrade the value of your proposed methods).
Just my thoughts, any corrections are welcome!
--
Cheers,
Vu
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