Update README.md

README.md

@@ -79,7 +79,6 @@ This dataset contains the [Quora](https://huggingface.co/datasets/quora) Questio
 
 ```python
 from datasets import load_dataset
-
 from sentence_transformers.SentenceTransformer import SentenceTransformer
 from sentence_transformers.evaluation import ParaphraseMiningEvaluator
 
@@ -92,13 +91,22 @@ qid_to_questions = dict(zip(questions_dataset["qid"], questions_dataset["questio
 duplicates = list(zip(duplicates_dataset["qid1"], duplicates_dataset["qid2"]))
 
 # Initialize the paraphrase mining evaluator
-paraphrase_mining_evaluator = ParaphraseMiningEvaluator(qid_to_questions, duplicates, name="dev")
+paraphrase_mining_evaluator = ParaphraseMiningEvaluator(qid_to_questions, duplicates, name="quora-duplicates-dev")
 
 # Load a model to evaluate
 model = SentenceTransformer("all-MiniLM-L6-v2")
 results = paraphrase_mining_evaluator(model)
 print(results)
 ```
+```
+{
+  'quora-duplicates-dev_average_precision': 0.5537837023752262,
+  'quora-duplicates-dev_f1': 0.542585123346778,
+  'quora-duplicates-dev_precision': 0.5112918195076678,
+  'quora-duplicates-dev_recall': 0.5779587350751861,
+  'quora-duplicates-dev_threshold': 0.8290803134441376,
+}
+```
 
 ## Dataset Subsets