| - Model: [OPUS-MT](https://huggingface.co/Helsinki-NLP/opus-mt-es-it) | |
| - Tested on: [Tatoeba]() | |
| <br> | |
| - Metric: | |
| - bleu(tensorflow), | |
| - sacrebleu(github->mjpost), | |
| - google_bleu(nltk), | |
| - rouge(google-research), | |
| - meteor(nltk), | |
| - ter(university of Maryland) | |
| <br> | |
| - Retrieved from: [Huggingface](https://huggingface.co/metrics/) [metrics](https://github.com/huggingface/datasets/blob/master/metrics/) | |
| - Script used for translation and testing: [https://gitlab.com/hmtkvs/machine_translation/-/tree/production-stable](https://gitlab.com/hmtkvs/machine_translation/-/tree/production-stable) | |
| ## Info | |
| ## mtdata-OPUS Tatoeba (length=14178, single reference) | |
| **bleu** : 0.5228 | |
| <br> | |
| **sacrebleu** : 0.5652 | |
| <br> | |
| **google_bleu** : 0.5454 | |
| <br> | |
| **rouge-mid** : precision=0.7792, recall=0.7899, f_measure=0.7796 | |
| <br> | |
| **meteor** : 0.7557 | |
| <br> | |
| **ter** : score=0.3003, num_edits= 24654, ref_length= 82079.0 | |
| ## OPUS Tatoeba (length = 5000, multi references) | |
| **bleu** : 0.5165 | |
| <br> | |
| **sacrebleu** : 0.7098 | |
| <br> | |
| **google_bleu** : 0.5397 | |
| <br> | |
| **rouge-mid** : precision=0.9965, recall=0.5021, f_measure=0.6665 | |
| <br> | |
| **meteor** : 0.3344 | |
| <br> | |
| **ter** : score: 0.6703, 'num_edits': 38883, 'ref_length': 58000.0 |