Why leaderboards fall quick in measuring AI mannequin worth – Model Slux
5. Assumptions about dataset accuracy are dangerous Leaderboards inherently assume the datasets they use are correct and related. But, benchmark knowledge typically comprises outdated info, inaccuracies or inherent biases. Take healthcare AI for example — medical information evolves quickly, and a dataset from a number of years in the past could be out of date … Read more
