diff --git a/README.md b/README.md
index 4b98189..a2aa2ae 100644
--- a/README.md
+++ b/README.md
@@ -48,6 +48,16 @@ audio_embeddings = clap_model.get_audio_embeddings(file_paths: List[str])
 sim = clap_model.compute_similarity(audio_embeddings, text_embeddings)
 ```
 
+## Examples
+To run zero-shot evaluation on ESC50 dataset or on a single audio file from ESC50 check `CLAP\src\`. For zero-shot evaluation on ESC50 dataset:
+```bash
+> cd src && python zero_shot_classification.py
+```
+Output
+```bash
+ESC50 Accuracy: 82.6%
+```
+
 ## Citation
 https://arxiv.org/pdf/2206.04769.pdf
 ```