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The widespread development of new ultrasound image formation techniques has created a need for a standardized methodology for comparing the resulting images. Traditional methods of evaluation use quantitative metrics to assess the imaging performance in specific tasks such as point resolution or lesion detection. Quantitative evaluation is complicated by unconventional new methods and non-linear transformations of the dynamic range of data and images. Transformationindependent image metrics have been proposed for quantifying task perfor