Touchstone Benchmark: Are We on the Right Way for Evaluating AI
Algorithms for Medical Segmentation?
Touchstone Benchmark: Are We on the Right Way for Evaluating AI
Algorithms for Medical Segmentation?
How can we test AI performance? This question seems trivial, but it isn't. Standard benchmarks often have problems such as in-distribution and small-size test sets, oversimplified metrics, unfair comparisons, and short-term outcome pressure. As a consequence, good performance on standard benchmarks does not guarantee success in real-world scenarios. To address …