Techniques quantifying model confidence and robustness
2 subcategories • 3 techniques
Measures confidence in predictions (e.g., Monte Carlo Dropout)
Tests robustness to input changes (e.g., Prompt Sensitivity Analysis, Occlusion Sensitivity)