Scoring What the Model Read: Metrics, a Judge, and 21 Receipts
Comparing store names with == fails almost every receipt. Here are the three code metrics and the model judge that turn a photo extraction into numbers, plus the results on 21 real receipts and the error patterns hiding behind them.