Update app.py

app.py

@@ -43,11 +43,11 @@ def main():
         with gr.Tabs():
             with gr.TabItem("🏆 Leaderboard"):
                 gr.Markdown("# ViDoRe: The Visual Document Retrieval Benchmark 📚🔍")
-                gr.Markdown("## From the paper - ColPali: Efficient Document Retrieval with Vision Language Models 👀")
+                gr.Markdown("### From the paper - ColPali: Efficient Document Retrieval with Vision Language Models 👀")
 
                 gr.Markdown(
                     """
-                Visual Document Retrieval Benchmark leaderboard. To submit, refer to the corresponding tab.  
+                Visual Document Retrieval Benchmark leaderboard. To submit results, refer to the corresponding tab.  
                 
                 Refer to the [ColPali paper](https://arxiv.org/abs/XXXX.XXXXX) for details on metrics, tasks and models.
                 """
@@ -116,10 +116,10 @@ def main():
                     To submit a new model to the ViDoRe leaderboard, follow these steps:
 
                     1. **Evaluate your model**:
-                       - You can either follow the evaluation script provided in the [ViDoRe GitHub repository](https://github.com/tonywu71/vidore-benchmark/)
+                       - Follow the evaluation script provided in the [ViDoRe GitHub repository](https://github.com/tonywu71/vidore-benchmark/)
                     
                     2. **Format your submission file**:
-                        - The submission file should be named `results.json` and, therefore, in JSON format with the following structure : 
+                        - The submission file should automatically be generated, and named `results.json` with the following structure: 
                         ```json
                         {
                             "dataset_name_1": {
@@ -137,10 +137,10 @@ def main():
                         - The dataset names should be the same as the ViDoRe dataset names listed in the following collection: [ViDoRe Benchmark](https://huggingface.co/collections/vidore/vidore-benchmark-667173f98e70a1c0fa4db00d).
                     
                     3. **Submit your model**:
-                        - Create a huggingface model repository with your model and the submission file.
-                        - Add the tag `vidore` to your model.
+                        - Create a public HuggingFace model repository with your model.
+                        - Add the tag `vidore` to your model in the metadata of the model card and place the `results.json` file at the root.
                     
-                    And you're done! Your model will appear on the leaderboard!
+                    And you're done! Your model will appear on the leaderboard when you click refresh! Once the space gets rebooted, it will appear on startup.
                     """
                 )