Update README.md

README.md

@@ -66,4 +66,48 @@ DaCy also contains guides on usage of the package as well as behavioural test fo
 | `ENTS_P` | 84.04 |
 | `ENTS_R` | 81.63 |
 | `TRANSFORMER_LOSS` | 36527.66 |
-| `NER_LOSS` | 107413.31 |
+| `NER_LOSS` | 107413.31 |
+
+
+### Performance tables
+
+The table below shows the F1, recall and precision of the three DaCy fine-grained models.
+| Score | DaCy large | DaCy medium | DaCy small |
+|:---:|:---:|:---:|:---:|
+| F1 | 0.823 | 0.806 | 0.776 |
+| Recall | 0.834 | 0.818 | 0.77 |
+| Precision | 0.813 | 0.794 | 0.781 |
+
+The table below shows the F1 of the three DaCy fine-grained models within each named entity type.
+| Named-entity type | DaCy large | DaCy medium | DaCy small |
+|:---:|:---:|:---:|:---:|
+| CARDINAL | 0.874 | 0.781 | 0.887 |
+| DATE | 0.846 | 0.859 | 0.867 |
+| EVENT | 0.611 | 0.571 | 0.4 |
+| FACILITY | 0.545 | 0.533 | 0.468 |
+| GPE | 0.893 | 0.838 | 0.794 |
+| LANGUAGE | 0.902 | 0.486 | 0.194 |
+| LAW | 0.686 | 0.625 | 0.606 |
+| LOCATION | 0.633 | 0.737 | 0.581 |
+| MONEY | 0.993 | 1 | 0.947 |
+| NORP | 0.78 | 0.887 | 0.785 |
+| ORDINAL | 0.696 | 0.7 | 0.727 |
+| ORGANIZATION | 0.863 | 0.851 | 0.781 |
+| PERCENT | 0.923 | 0.96 | 0.96 |
+| PERSON | 0.871 | 0.872 | 0.833 |
+| PRODUCT | 0.671 | 0.635 | 0.526 |
+| QUANTITY | 0.386 | 0.654 | 0.708 |
+| TIME | 0.643 | 0.571 | 0.71 |
+| WORK OF ART | 0.494 | 0.639 | 0.488 |
+
+The table below shows the F1 of the three DaCy fine-grained models within each domain of texts in DANSK.
+| Domain | DaCy large | DaCy medium | DaCy small |
+|:---:|:---:|:---:|:---:|
+| All domains combined | 0.823 | 0.806 | 0.776 |
+| Conversation | 0.796 | 0.718 | 0.82 |
+| Dannet | 0.75 | 0.667 | 1 |
+| Legal | 0.852 | 0.854 | 0.866 |
+| News | 0.841 | 0.759 | 0.86 |
+| Social Media | 0.793 | 0.847 | 0.8 |
+| Web | 0.826 | 0.802 | 0.756 |
+| Wiki and Books | 0.778 | 0.838 | 0.709 |