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20222026
most citedOn Missing Scores in Evolving Multibiometric Systems

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cs.CV2025

Foundation versus Domain-specific Models: Performance Comparison, Fusion, and Explainability in Face Recognition

Redwan Sony, Parisa Farmanifard, Arun Ross +1

In this paper, we address the following question: How do generic foundation models (e.g., CLIP, BLIP, GPT-4o, Grok-4) compare against a domain-specific face recognition model (viz.…