diff --git a/dan/ocr/evaluate.py b/dan/ocr/evaluate.py
index c5e79fcee4e3797b065a1519fde00db99f642551..fece90a0a71694eb4608821a3badec0a62ccb33e 100644
--- a/dan/ocr/evaluate.py
+++ b/dan/ocr/evaluate.py
@@ -89,7 +89,14 @@ def eval_nerval(
if not (ground_truths and predictions):
continue
- scores = evaluate(ground_truths, predictions, threshold)
+ scores = {
+ key: {
+ k: round(value * 100, 2) if k in ["P", "R", "F1"] else value
+ for k, value in values.items()
+ }
+ for key, values in evaluate(ground_truths, predictions, threshold).items()
+ }
+
print(f"\n##### {split_name}\n")
print_results(scores)
diff --git a/tests/data/evaluate/metrics_table.md b/tests/data/evaluate/metrics_table.md
index 76d976c389571a16bb42e4f354d5b208f09faa64..107bef4188e44a6f8e5509c74b7ceb8d4ded4625 100644
--- a/tests/data/evaluate/metrics_table.md
+++ b/tests/data/evaluate/metrics_table.md
@@ -12,38 +12,38 @@
| tag | predicted | matched | Precision | Recall | F1 | Support |
|:---------:|:---------:|:-------:|:---------:|:------:|:-----:|:-------:|
-| Surname | 2 | 2 | 1.0 | 1.0 | 1.0 | 2 |
+| Surname | 2 | 2 | 100.0 | 100.0 | 100.0 | 2 |
| Patron | 2 | 0 | 0.0 | 0.0 | 0 | 1 |
-| Operai | 2 | 2 | 1.0 | 1.0 | 1.0 | 2 |
-| Louche | 2 | 1 | 0.5 | 0.5 | 0.5 | 2 |
-| Koala | 2 | 2 | 1.0 | 1.0 | 1.0 | 2 |
-| Firstname | 2 | 2 | 1.0 | 1.0 | 1.0 | 2 |
-| Chalumeau | 1 | 1 | 1.0 | 1.0 | 1.0 | 1 |
-| Batiment | 2 | 2 | 1.0 | 1.0 | 1.0 | 2 |
-| All | 15 | 12 | 0.8 | 0.857 | 0.828 | 14 |
+| Operai | 2 | 2 | 100.0 | 100.0 | 100.0 | 2 |
+| Louche | 2 | 1 | 50.0 | 50.0 | 50.0 | 2 |
+| Koala | 2 | 2 | 100.0 | 100.0 | 100.0 | 2 |
+| Firstname | 2 | 2 | 100.0 | 100.0 | 100.0 | 2 |
+| Chalumeau | 1 | 1 | 100.0 | 100.0 | 100.0 | 1 |
+| Batiment | 2 | 2 | 100.0 | 100.0 | 100.0 | 2 |
+| All | 15 | 12 | 80.0 | 85.71 | 82.76 | 14 |
##### val
-| tag | predicted | matched | Precision | Recall | F1 | Support |
-|:---------:|:---------:|:-------:|:---------:|:------:|:----:|:-------:|
-| Surname | 1 | 0 | 0.0 | 0.0 | 0 | 1 |
-| Patron | 1 | 1 | 1.0 | 1.0 | 1.0 | 1 |
-| Operai | 1 | 0 | 0.0 | 0.0 | 0 | 1 |
-| Louche | 1 | 1 | 1.0 | 1.0 | 1.0 | 1 |
-| Koala | 1 | 1 | 1.0 | 1.0 | 1.0 | 1 |
-| Firstname | 1 | 1 | 1.0 | 1.0 | 1.0 | 1 |
-| Chalumeau | 1 | 1 | 1.0 | 1.0 | 1.0 | 1 |
-| Batiment | 1 | 1 | 1.0 | 1.0 | 1.0 | 1 |
-| All | 8 | 6 | 0.75 | 0.75 | 0.75 | 8 |
+| tag | predicted | matched | Precision | Recall | F1 | Support |
+|:---------:|:---------:|:-------:|:---------:|:------:|:-----:|:-------:|
+| Surname | 1 | 0 | 0.0 | 0.0 | 0 | 1 |
+| Patron | 1 | 1 | 100.0 | 100.0 | 100.0 | 1 |
+| Operai | 1 | 0 | 0.0 | 0.0 | 0 | 1 |
+| Louche | 1 | 1 | 100.0 | 100.0 | 100.0 | 1 |
+| Koala | 1 | 1 | 100.0 | 100.0 | 100.0 | 1 |
+| Firstname | 1 | 1 | 100.0 | 100.0 | 100.0 | 1 |
+| Chalumeau | 1 | 1 | 100.0 | 100.0 | 100.0 | 1 |
+| Batiment | 1 | 1 | 100.0 | 100.0 | 100.0 | 1 |
+| All | 8 | 6 | 75.0 | 75.0 | 75.0 | 8 |
##### test
| tag | predicted | matched | Precision | Recall | F1 | Support |
|:---------:|:---------:|:-------:|:---------:|:------:|:-----:|:-------:|
-| Surname | 1 | 1 | 1.0 | 1.0 | 1.0 | 1 |
-| Louche | 1 | 1 | 1.0 | 1.0 | 1.0 | 1 |
-| Koala | 1 | 1 | 1.0 | 1.0 | 1.0 | 1 |
-| Firstname | 1 | 1 | 1.0 | 1.0 | 1.0 | 1 |
+| Surname | 1 | 1 | 100.0 | 100.0 | 100.0 | 1 |
+| Louche | 1 | 1 | 100.0 | 100.0 | 100.0 | 1 |
+| Koala | 1 | 1 | 100.0 | 100.0 | 100.0 | 1 |
+| Firstname | 1 | 1 | 100.0 | 100.0 | 100.0 | 1 |
| Chalumeau | 1 | 0 | 0.0 | 0.0 | 0 | 1 |
-| Batiment | 1 | 1 | 1.0 | 1.0 | 1.0 | 1 |
-| All | 6 | 5 | 0.833 | 0.833 | 0.833 | 6 |
+| Batiment | 1 | 1 | 100.0 | 100.0 | 100.0 | 1 |
+| All | 6 | 5 | 83.33 | 83.33 | 83.33 | 6 |