OCR robustness benchmarks and verification acceptance can reward opposite behavior
OCR benchmark strength is a useful prior for transcription, but it is not a prior for accepting an identity or equipment image. A recognizer can correctly read a screen reproduction, an unrelated record, or an invalid printed identifier while a verification workflow should reject…