notesum.ai
Published at November 22LLM for Barcodes: Generating Diverse Synthetic Data for Identity Documents
cs.CL
cs.AI
cs.CR
Released Date: November 22, 2024
Authors: Hitesh Laxmichand Patel1, Amit Agarwal2, Bhargava Kumar3, Karan Gupta1, Priyaranjan Pattnayak4
Aff.: 1New York University; 2Liverpool John Moores University; 3Columbia University; 4University of Washington
| Metric | Dataset-LLM | Dataset-Faker |
|---|---|---|
| mAP@0.5 | 92.5% | 88.3% |
| mAP@0.75 | 85.7% | 79.4% |
| Precision | 93.2% | 89.1% |
| Recall | 91.8% | 87.6% |
| F1-score | 92.5% | 88.3% |