allow unselect filters

app_leaderboard.py

@@ -29,6 +29,7 @@ def get_model_ids(ds):
     models = ds["model_id"].tolist()
     # return unique elements in the list model_ids
     model_ids = list(set(models))
+    model_ids.insert(0, None)
     return model_ids
 
 
@@ -36,6 +37,7 @@ def get_dataset_ids(ds):
     logging.info(f"Dataset {ds} column names: {ds['dataset_id']}")
     datasets = ds["dataset_id"].tolist()
     dataset_ids = list(set(datasets))
+    dataset_ids.insert(0, None)
     return dataset_ids
 
 
@@ -121,9 +123,9 @@ def get_demo():
         df = records[(records["task"] == task)]
         # filter the table based on the model_id and dataset_id
         if model_id:
-            df = records[(records["model_id"] == model_id)]
+            df = df[(df['model_id'] == model_id)]
         if dataset_id:
-            df = records[(records["dataset_id"] == dataset_id)]
+            df = df[(df['dataset_id'] == dataset_id)]
 
         # filter the table based on the columns
         df = df[columns]

wordings.py

@@ -20,3 +20,10 @@ CONFIRM_MAPPING_DETAILS_FAIL_MD = """
 CONFIRM_MAPPING_DETAILS_FAIL_RAW = """
                             Sorry, we cannot align the input/output of your dataset with the model. Pleaser double check your model and dataset.
                             """
+
+PREDICTION_SAMPLE_MD = """
+                        <h1 style="text-align: center;">
+                        Model Prediction Sample
+                        </h1>
+                        Here is a sample prediction from your model based on your dataset.
+                        """