HalalBench is the first open multilingual OCR benchmark for food packaging, with 1,043 images across 14 languages showing that current engines achieve low F1 scores around 0.17-0.19.
Evaluating OCR per- formance on food packaging labels in South Africa
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HalalBench: A Multilingual OCR Benchmark for Food Packaging Ingredient Extraction
HalalBench is the first open multilingual OCR benchmark for food packaging, with 1,043 images across 14 languages showing that current engines achieve low F1 scores around 0.17-0.19.