What to Test Next: Interpretable Coverage Gap Discovery in Driving VLMs 事件

What to Test Next: Interpretable Coverage Gap Discovery in Driving VLMs arXiv:2606.01624v1 Announce Type: new Abstract: Driving vision-language models (VLMs) must accurately understand scenes across diverse conditions defined by Operational Design Domains (ODDs), yet verification remains sparse: many slices are missing, making empirical failure rates unreliable. We propose SliceScorer, a deterministic scoring rule for missing-slice recommendation that combines (i) an exposure-based coverage pri