Predicting and explaining AI model performance: A new approach to evaluation
ADeLe, a new evaluation method, explains what AI systems are good at—and where they’re likely to fail. By breaking tasks into ability-based requirements, it has the potential to provide a clearer way to evaluate and predict AI model performance:
https://www.microsoft.com/en-us/research/blog/predicting-and-explaining-ai-model-performance-a-new-approach-to-evaluation/