Update README.md

README.md

@@ -54,3 +54,13 @@ Code output is:
 
 As the probability of 1 (=It's a paraphrase) is 0.77 and the probability of 0 (=It is not a paraphrase) is 0.22, we can conclude, for our previous example, that "se deberá obtener el acuerdo" is a paraphrase of "se buscarán acuerdos".
 
+
+# Evaluation results
+
+We have used as test dataset 16500 pairs of phrases human tagged. 
+Metrics obtained are:
+
+```
+metrics={'test_loss': 0.4869941473007202, 'test_accuracy': 0.8003636363636364, 'test_precision': 0.6692456479690522, 'test_recall': 0.5896889646357052, 'test_f1': 0.6269535673839184, 'test_matthews_correlation': 0.49324489316659575, 'test_runtime': 27.1537, 'test_samples_per_second': 607.652, 'test_steps_per_second': 19.003})
+
+```