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@@ -41,12 +41,12 @@ Since this metric solely looks at text within the generated images and not image
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  ```
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- @misc{image-gen-ocr-eval,
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- title = {image_gen_ocr_eval},
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- author = {Peter Bevan},
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- year = {2024},
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- publisher = {HuggingFace},
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- journal = {HuggingFace repository},
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- howpublished = {\url{https://huggingface.co/datasets/pbevan11/image_gen_ocr_evaluation_data}},
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  }
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  ```
 
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  ```
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+ @misc {peter_j._bevan_2024,
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+ author = { {Peter J. Bevan} },
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+ title = { image_gen_ocr_evaluation_data (Revision 6182779) },
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+ year = 2024,
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+ url = { https://huggingface.co/datasets/pbevan11/image_gen_ocr_evaluation_data },
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+ doi = { 10.57967/hf/1944 },
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+ publisher = { Hugging Face }
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  }
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  ```