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This model performance is compared to 3 reference models (see below) with the metric [MCC (Matthews Correlation Coefficient)](https://en.wikipedia.org/wiki/Phi_coefficient). The score is given with a factor x100 and the delta gain with DistilCamemBERT-NER used in reference is in parantheses. For the inference time measure, an AMD Ryzen 5 4500U @ 2.3GHz with 6 cores was used:
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| **model** | **PER** | **LOC** | **ORG** | **MISC** | **O** | **time** |
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| :---------------------------------------------------------------------------------------------------------------: | :--------------: | :--------------: | :--------------: | :--------------: | :------------- : | :----------------: |
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| [cmarkea/distilcamembert-base-ner](https://huggingface.co/cmarkea/distilcamembert-base-ner) | 93.91 | 88.26 | 84.03 | 82.74 | 91.45 | 43.44 |
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| [Jean-Baptiste/camembert-ner](https://huggingface.co/Jean-Baptiste/camembert-ner) | 95.20<br/>(+1%) | 90.85<br/>(+3%) | 89.50<br/>(+6%) | 89.02<br/>(+8%) | 92.86<br/>(+2%) | 83.70<br/>(+93%) |
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This model performance is compared to 3 reference models (see below) with the metric [MCC (Matthews Correlation Coefficient)](https://en.wikipedia.org/wiki/Phi_coefficient). The score is given with a factor x100 and the delta gain with DistilCamemBERT-NER used in reference is in parantheses. For the inference time measure, an AMD Ryzen 5 4500U @ 2.3GHz with 6 cores was used:
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| **model** | **PER** | **LOC** | **ORG** | **MISC** | **O** | **time (ms)** |
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| :---------------------------------------------------------------------------------------------------------------: | :--------------: | :--------------: | :--------------: | :--------------: | :------------- : | :----------------: |
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| [cmarkea/distilcamembert-base-ner](https://huggingface.co/cmarkea/distilcamembert-base-ner) | 93.91 | 88.26 | 84.03 | 82.74 | 91.45 | 43.44 |
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| [Jean-Baptiste/camembert-ner](https://huggingface.co/Jean-Baptiste/camembert-ner) | 95.20<br/>(+1%) | 90.85<br/>(+3%) | 89.50<br/>(+6%) | 89.02<br/>(+8%) | 92.86<br/>(+2%) | 83.70<br/>(+93%) |
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