# Ten receipts x four photo conditions through the real pipeline (OCR backend, NOT an LLM)

condition              fields right exact receipts  pass validation     passed but WRONG
clean                156/156 (100%)          10/10            10/10                 0/10
tilted 4 degrees      149/156 (96%)           5/10             5/10                 0/10
small (1/3 size)      105/156 (67%)           0/10             0/10                 0/10
noisy                    2/156 (1%)           0/10             0/10                 0/10

'passed but WRONG' = the arithmetic checks were satisfied and the record still differs from the receipt.