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[D] Writing a Paper on a New Idea/Task without Benchmarking

If I’m working on an ML project that is tackling an issue that has not been addressed before (at least not directly), is it possible to release a paper without benchmarking against other models since there will not be any other models that can be directly benchmarked against? I have barely seen any examples of this so I am unsure what is the correct approach in this situation.

submitted by /u/AnonMLstudent
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Toronto AI is a social and collaborative hub to unite AI innovators of Toronto and surrounding areas. We explore AI technologies in digital art and music, healthcare, marketing, fintech, vr, robotics and more. Toronto AI was founded by Dave MacDonald and Patrick O'Mara.