Does Marginal Coverage Guarantee Class-Conditional Safety for Zero-Shot VLMs Under Shift?NEW⭐9

Marginal conformal coverage fails to ensure class-conditional safety for zero-shot VLMs under shift, with worst-class coverage near zero on ImageNet-Sketch desp...