RobustScaler uses medians/IQR style scaling to:
Select an answer to reveal the explanation.
Short Explanation and Infographic
RobustScaler (median/IQR) resists outlier pull better than mean/std.
Full explanation below image
Full Explanation
Scaling choice under heavy tails.