Are Foundation Models Ready for Industrial Defect Recognition? A Reality Check on Real-World Data. - Simon Baeuerle; Pratik Khanna; Nils Friederich; Angelo Jovin Yamachui Sitcheu; Damir Shakirov; Andreas Steimer; Ralf Mikut (CoRR, 2025)