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For questions related to the concept of metric, which is a function that defines the distance between pairs of elements in a set. However, it is often the case that the word "metric" refers to some measure that is not necessarily a metric in a mathematical sense.

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Aside from dice score, what other good metrics are used to evaluate segmentation models?

While Dice is a popular metric for evaluating segmentation, it is certainly not the only one. You are right in thinking that pixel accuracy is a poor choice of evaluation metric. … The powers that be at your institution are wise in asking for multiple evaluation metrics because each metric has its limitations and no single metric can fully capture the performance of a segmentation …
Snehal Patel's user avatar