Update README.md

README.md

@@ -91,35 +91,35 @@ Below you can see the table with benchmarking results on various named entity re
 
 | Dataset                     | Score  |
 |-----------------------------|--------|
-| ACE 2004                    | 29.3%  |
-| ACE 2005                    | 32.8%  |
-| AnatEM                      | 43.7%  |
-| Broad Tweet Corpus          | 64.2%  |
-| CoNLL 2003                  | 61.0%  |
+| ACE 2004                    | 29.0%  |
+| ACE 2005                    | 30.4%  |
+| AnatEM                      | 40.2%  |
+| Broad Tweet Corpus          | 65.3%  |
+| CoNLL 2003                  | 62.4%  |
 | FabNER                      | 25.3%  |
-| FindVehicle                 | 41.6%  |
-| GENIA_NER                   | 55.7%  |
-| HarveyNER                   | 20.5%  |
-| MultiNERD                   | 60.2%  |
-| Ontonotes                   | 24.4%  |
-| PolyglotNER                 | 41.5%  |
-| TweetNER7                   | 35.3%  |
-| WikiANN en                  | 56.8%  |
-| WikiNeural                  | 71.8%  |
-| bc2gm                       | 55.0%  |
-| bc4chemd                    | 64.2%  |
-| bc5cdr                      | 74.7%  |
-| ncbi                        | 66.7%  |
-| **Average**                 | **48.7%** |
+| FindVehicle                 | 39.7%  |
+| GENIA_NER                   | 55.6%  |
+| HarveyNER                   | 25.1%  |
+| MultiNERD                   | 61.3%  |
+| Ontonotes                   | 25.6%  |
+| PolyglotNER                 | 42.7%  |
+| TweetNER7                   | 36.2%  |
+| WikiANN en                  | 55.7%  |
+| WikiNeural                  | 73.6%  |
+| bc2gm                       | 55.5%  |
+| bc4chemd                    | 65.1%  |
+| bc5cdr                      | 74.0%  |
+| ncbi                        | 64.8%  |
+| **Average**                 | **48.8%** |
 |                             |        |
-| CrossNER_AI                 | 56.6%  |
-| CrossNER_literature         | 67.9%  |
-| CrossNER_music              | 65.6%  |
-| CrossNER_politics           | 72.0%  |
-| CrossNER_science            | 67.1%  |
-| mit-movie                   | 48.5%  |
-| mit-restaurant              | 41.1%  |
-| **Average (zero-shot benchmark)** | **59.8%** |
+| CrossNER_AI                 | 57.5%  |
+| CrossNER_literature         | 68.1%  |
+| CrossNER_music              | 65.3%  |
+| CrossNER_politics           | 73.3%  |
+| CrossNER_science            | 67.8%  |
+| mit-movie                   | 47.7%  |
+| mit-restaurant              | 40.0%  |
+| **Average (zero-shot benchmark)** | **60.1%** |
 
 
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