VeriCam: A Verification Baseline for the Classification of Unknown Data

The advent of foundation models have enabled a new era in zero-shot classification.

The advent of foundation models have enabled a new era in zero-shot classification. Yet, key challenges persist. Despite their impressive generalization power that leverages the immense pre-training knowledge, both foundation models for image and text as well as vision-text…