Cross-modal Proxy Evolving for OOD Detection with Vision-Language Models
arXiv:2601.08476v2 Announce Type: replace
Abstract: Reliable zero-shot detection of out-of-distribution (OOD) inputs is critical for deploying vision-language models in open-world settings. However, the lack of labeled negatives in zero-shot OOD detec…