Whereas the visual control of action uses absolute metrics determined via egocentric frames of reference, computing the actual properties of objects relative to the observer.
Evaluation metrics for multi-label classification performance are inherently different from those used in multi-class (or binary) classification, due to the inherent differences of the classification problem.