When the human reference scores zero on a metric, the released GTRS-Dense label generator for NAVSIM marks every candidate trajectory in the scene as passing it, and the consequences for supervision are measured.
Jia-Xuan Guo, Jing-Xin Yang, Jia-Qi Ye et al.· 0 citations
Constrained-option scoring reads a model's probabilities for a fixed set of permitted answers, so it returns a score even when the model is about to write something else. We study a prompt that quotes a multiple-choice item, ending in the item's own answer instruction, and asks for a forecast of whether a reader model...
Jia-Xuan Guo, Ke-Jia Zhang, Shuo Xin et al.· 0 citations
DriveMotion is introduced, a multi-source benchmark for continuous driver motion forecasting, integrating naturalistic driving data, curated public in-cabin videos, and the AIDE dataset into a unified representation with per-joint validity masks and synchronized driving context.
Yu-Hang Wang, Chu-Heng Wei, Jing-Xin Yang et al.· 1 citation
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