Hugging Face's logo

cmarkea
/
distilcamembert-base-ner

Token Classification
Transformers
PyTorch
TensorFlow
ONNX
Safetensors
French
camembert
Model card Files Community
9
Cyrile commited on
Commit
11c75ca
·
1 Parent(s): 00dda38

Update README.md

Browse files
Files changed (1) hide show
  1. README.md +6 -6
README.md CHANGED
@@ -38,12 +38,12 @@ Benchmark
38
 
39
  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:
40
 
41
- | **model** | **PER** | **LOC** | **ORG** | **MISC** | **O** | **time** |
42
- | :---------------------------------------------------------------------------------------------------------------: | :----------: | :----------: | :----------: | :----------: | :--------- : | :------------: |
43
- | [cmarkea/distilcamembert-base-ner](https://huggingface.co/cmarkea/distilcamembert-base-ner) | 93.91 | 88.26 | 84.03 | 82.74 | 91.45 | 43.44 |
44
- | [Jean-Baptiste/camembert-ner](https://huggingface.co/Jean-Baptiste/camembert-ner) | 95.20 (+1%) | 90.85 (+3%) | 89.50 (+6%) | 89.02 (+8%) | 92.86 (+2%) | 83.70 (+93%) |
45
- | [Davlan/bert-base-multilingual-cased-ner-hrl](https://huggingface.co/Davlan/bert-base-multilingual-cased-ner-hrl) | 79.93 (-15%) | 70.39 (-22%) | 60.26 (-28%) | NA | 69.95 (-24%) | 87.56 (+102%) |
46
- | [flair/ner-french](https://huggingface.co/flair/ner-french) | 80.18 (-15%) | 72.11 (-18%) | 67.29 (-20%) | 72.39 (-17%) | 74.34 (-19%) | 314.96 (+625%) |
47
 
48
  How to use DistilCamemBERT-NER
49
  ------------------------------
 
38
 
39
  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:
40
 
41
+ | **model** | **PER** | **LOC** | **ORG** | **MISC** | **O** | **time** |
42
+ | :---------------------------------------------------------------------------------------------------------------: | :--------------: | :--------------: | :--------------: | :--------------: | :------------- : | :----------------: |
43
+ | [cmarkea/distilcamembert-base-ner](https://huggingface.co/cmarkea/distilcamembert-base-ner) | 93.91 | 88.26 | 84.03 | 82.74 | 91.45 | 43.44 |
44
+ | [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%) |
45
+ | [Davlan/bert-base-multilingual-cased-ner-hrl](https://huggingface.co/Davlan/bert-base-multilingual-cased-ner-hrl) | 79.93<br/>(-15%) | 70.39<br/>(-22%) | 60.26<br/>(-28%) | NA | 69.95<br/>(-24%) | 87.56<br/>(+102%) |
46
+ | [flair/ner-french](https://huggingface.co/flair/ner-french) | 80.18<br/>(-15%) | 72.11<br/>(-18%) | 67.29<br/>(-20%) | 72.39<br/>(-17%) | 74.34<br/>(-19%) | 314.96<br/>(+625%) |
47
 
48
  How to use DistilCamemBERT-NER
49
  ------------------------------