A new evaluation framework measures mode collapse, correctness, and coverage of interaction modes in joint trajectory prediction, and shows that current models do collapse interaction modes in safety-critical scenes.
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Mode Collapse Happens: Evaluating Critical Interactions in Joint Trajectory Prediction Models
A new evaluation framework measures mode collapse, correctness, and coverage of interaction modes in joint trajectory prediction, and shows that current models do collapse interaction modes in safety-critical scenes.