Update app.py

app.py

@@ -236,11 +236,22 @@ def app() -> None:
             with gr.Column():
                 gr.Markdown(
                     """
-                    Leaderboard of all the pre-trained Birder models across all datasets.
+                    Leaderboard of all the pre-trained Birder models across multiple datasets.
+
+                    ### Benchmark Setup
 
                     * GPU: A5000 ADA Generation
                     * CPU: AMD Ryzen Threadripper PRO 7975WX
                     * PyTorch version: 2.5.1+cu124
+
+                    ### Dataset Information
+
+                    | name                | training_samples | validation_samples | num_classes |
+                    |---------------------|------------------|--------------------|-------------|
+                    | arabian-peninsula   | 583,868          | 21,634             | 735         |
+                    | eu-common           | 569,784          | 19,869             | 707         |
+                    | il-all              | 462,346          | 18,614             | 550         |
+                    | il-common           | 330,880          | 15,828             | 371         |
                     """
                 )