Put abilitiy difference back into zero-one space

app.py

@@ -8,6 +8,7 @@ import pandas as pd
 import gradio as gr
 import seaborn as sns
 import matplotlib.pyplot as plt
+from scipy.special import expit
 from datasets import load_dataset, get_dataset_split_names
 from matplotlib.ticker import FixedLocator, StrMethodFormatter
 
@@ -31,7 +32,7 @@ def compare(df, model_1, model_2):
         values='value',
     )    
 
-    return view[model_1] - view[model_2]
+    return expit(view[model_1] - view[model_2])
 
 #
 #

requirements.txt

@@ -2,4 +2,5 @@ datasets
 gradio
 matplotlib
 pandas
+scipy
 seaborn