Author

Jing-Xin Yang

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#artificial intelligence Preprint Sep 2026

Scoring the Wrong Question: Readout Failures in Constrained-Option Evaluation

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

#computer vision Preprint Sep 2026

DriveMotion: A Large-Scale Multi-Source Benchmark for Driver Motion Sequence Modeling and Forecasting

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