In our DAS 2016 work - 'Multilingual OCR for Indic Scripts', a
comparison of the popular Devanagari OCRs with our OCR is presented. A dataset comprising of 100 scanned images of
printed documents were used
the dataset used is available here
If you are using this dataset, please cite our paper
@InProceedings{iiit_mocr,
author = "Mathew, Minesh and Singh, Ajeet and Jawahar, C.~V.",
title = "Multilingual OCR for Indic Scripts",
booktitle = "DAS",
year = "2016"
}