gliner-community
/

gliner_xxl-v2.5

Token Classification

GLiNER

PyTorch

multilingual

Model card Files Files and versions Community

Ihor commited on Aug 25, 2024

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f64a915

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1 Parent(s): 84e989f

Update README.md

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@@ -234,7 +234,7 @@ Below is a comparison of results between previous versions of the model and the
 |                                         | ncbi                | 69.54%    | 52.25% | 59.67%   |
 |                                         | **Average**         |           |        | **43.89%**  |
 |-----------------------------------------|---------------------|-----------|--------|----------|
-| EmergenMethods/fliner_news_large-v2.1   | ACE 2004            | 43.19%    | 18.39% | 25.80%   |
 |                                         | ACE 2005            | 45.24%    | 21.20% | 28.87%   |
 |                                         | AnatEM              | 61.51%    | 21.66% | 32.04%   |
 |                                         | Broad Tweet Corpus  | 69.38%    | 68.99% | 69.18%   |
@@ -255,26 +255,26 @@ Below is a comparison of results between previous versions of the model and the
 |                                         | ncbi                | 70.17%    | 61.44% | 65.52%   |
 |                                         | **Average**         |           |        | **47.00%**  |
 |-----------------------------------------|---------------------|-----------|--------|----------|
-| gliner-community/gliner_xxl-v2.5   | ACE 2004            |           |        | 29.90%   |
 |                                         | ACE 2005            |           |        | 31.90%   |
-|                                         | AnatEM              |           |        | 27.50%   |
-|                                         | Broad Tweet Corpus  |           |        | 67.90%   |
-|                                         | CoNLL 2003          |           |        | 66.80%   |
-|                                         | FabNER              |           |        | 25.90%   |
-|                                         | FindVehicle         |           |        | 49.00%   |
-|                                         | GENIA_NER           |           |        | 53.90%   |
-|                                         | HarveyNER           |           |        | 26.40%   |
-|                                         | MultiNERD           |           |        | 60.60%   |
-|                                         | Ontonotes           |           |        | 28.40%   |
-|                                         | PolyglotNER         |           |        | 42.00%   |
-|                                         | TweetNER7           |           |        | 40.90%   |
-|                                         | WikiANN en          |           |        | 56.80%   |
-|                                         | WikiNeural          |           |        | 72.20%   |
-|                                         | bc2gm               |           |        | 48.60%   |
-|                                         | bc4chemd            |           |        | 50.10%   |
-|                                         | bc5cdr              |           |        | 71.20%   |
-|                                         | ncbi                |           |        | 67.10%   |
-|                                         | **Average**         |           |        | **48.30%** |
 |-----------------------------------------|---------------------|-----------|--------|----------|
 ## Other available models

 |                                         | ncbi                | 69.54%    | 52.25% | 59.67%   |
 |                                         | **Average**         |           |        | **43.89%**  |
 |-----------------------------------------|---------------------|-----------|--------|----------|
+| EmergenMethods/gliner_news_large-v2.1   | ACE 2004            | 43.19%    | 18.39% | 25.80%   |
 |                                         | ACE 2005            | 45.24%    | 21.20% | 28.87%   |
 |                                         | AnatEM              | 61.51%    | 21.66% | 32.04%   |
 |                                         | Broad Tweet Corpus  | 69.38%    | 68.99% | 69.18%   |
 |                                         | ncbi                | 70.17%    | 61.44% | 65.52%   |
 |                                         | **Average**         |           |        | **47.00%**  |
 |-----------------------------------------|---------------------|-----------|--------|----------|
+| gliner-community/gliner-community-v2.5  | ACE 2004            |           |        | 29.80%   |
 |                                         | ACE 2005            |           |        | 31.90%   |
+|                                         | AnatEM              |           |        | 26.40%   |
+|                                         | Broad Tweet Corpus  |           |        | 71.60%   |
+|                                         | CoNLL 2003          |           |        | 66.70%   |
+|                                         | FabNER              |           |        | 27.40%   |
+|                                         | FindVehicle         |           |        | 49.90%   |
+|                                         | GENIA_NER           |           |        | 57.20%   |
+|                                         | HarveyNER           |           |        | 29.40%   |
+|                                         | MultiNERD           |           |        | 61.40%   |
+|                                         | Ontonotes           |           |        | 28.10%   |
+|                                         | PolyglotNER         |           |        | 43.50%   |
+|                                         | TweetNER7           |           |        | 42.00%   |
+|                                         | WikiANN en          |           |        | 56.40%   |
+|                                         | WikiNeural          |           |        | 75.70%   |
+|                                         | bc2gm               |           |        | 47.80%   |
+|                                         | bc4chemd            |           |        | 50.00%   |
+|                                         | bc5cdr              |           |        | 71.10%   |
+|                                         | ncbi                |           |        | 65.00%   |
+|                                         | **Average**         |           |        | **49.00%** |
 |-----------------------------------------|---------------------|-----------|--------|----------|
 ## Other available models