Update README.md

README.md

@@ -4,4 +4,19 @@ metrics:
 - accuracy
 - f1
 ---
-See https://www.kaggle.com/code/dima806/deepfake-vs-real-faces-detection-vit for more details.
+Checks whether an image is real or fake (AI-generated).
+
+See https://www.kaggle.com/code/dima806/deepfake-vs-real-faces-detection-vit for more details.
+
+```
+Classification report:
+
+              precision    recall  f1-score   support
+
+        Real     0.9933    0.9937    0.9935      4761
+        Fake     0.9937    0.9933    0.9935      4760
+
+    accuracy                         0.9935      9521
+   macro avg     0.9935    0.9935    0.9935      9521
+weighted avg     0.9935    0.9935    0.9935      9521
+```