add results

MMS_Benchmark.py

@@ -6,6 +6,7 @@ st.set_page_config(
     page_icon="👋",
 )
 
-df = pd.read_parquet("test.parquet")
-
-st.dataframe(df)
+st.markdown("# Hello")
+st.write(
+    "Lorem ipsum"
+)

data/f1_bilstm.parquet

@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:b6173ab1e82b9dcea45c0894d83b556e1b640d526798b364d07aecba675d1548
+size 21426

data/f1_finetuning.parquet

@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:c1228c691ba9d7ae54d8741fe9c388e022a00d1bbd7ffb450bc3c91df0699340
+size 21426

data/f1_linear.parquet

@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:30d35c2f6f9b13ad675493c5934d4f94a6f109d01e98b3ef9c6f09e9babcae65
+size 22363

pages/1_Results.py

@@ -0,0 +1,70 @@
+import streamlit as st
+import pandas as pd
+import plotly.express as px
+
+
+@st.cache_data
+def get_results(experiment: str):
+    path = {
+        "linear": "data/f1_linear.parquet",
+        "bilstm": "data/f1_bilstm.parquet",
+        "finetuning": "data/f1_finetuning.parquet",
+    }[experiment]
+
+    df = pd.read_parquet(path)
+    df = (df * 100).astype(int)
+    return df
+
+TITLE = "F1 Macro scores"
+
+st.set_page_config(page_title=TITLE, page_icon="📈")
+
+st.markdown(f"# {TITLE}")
+st.write(
+    """TODO: Description"""
+)
+
+df_linear = get_results("linear")
+df_linear["Experiment"] = "Linear Head"
+df_bilstm = get_results("bilstm")
+df_bilstm["Experiment"] = "BiLSTM Head"
+df_finetuning = get_results("finetuning")
+df_finetuning["Experiment"] = "Fine-tuning"
+
+color_range_low = 40
+color_range_high = 75
+
+st.plotly_chart(
+    px.imshow(
+        df_linear,
+        title="Linear Head",
+        labels=dict(x="Language", y="Model", color="F1 Score"),
+        color_continuous_scale="viridis",
+        range_color=[color_range_low, color_range_high],
+        text_auto=True,
+    )
+)
+
+
+
+st.plotly_chart(
+    px.imshow(
+        df_bilstm,
+        title="BiLSTM Head",
+        labels=dict(x="Language", y="Model", color="F1 Score"),
+        color_continuous_scale="viridis",
+        range_color=[color_range_low, color_range_high],
+        text_auto=True,
+    )
+)
+
+st.plotly_chart(
+    px.imshow(
+        df_finetuning,
+        title="Fine-tuning",
+        labels=dict(x="Language", y="Model", color="F1 Score"),
+        color_continuous_scale="viridis",
+        range_color=[color_range_low, color_range_high],
+        text_auto=True,
+    )
+)

pages/2_Language_Statistics.py

@@ -12,7 +12,6 @@ def get_language_stats_df():
 st.set_page_config(page_title="Language Statistics", page_icon="📈")
 
 st.markdown("# Language Statistics")
-st.sidebar.header("Language Statistics")
 st.write(
     """TODO: Description"""
 )

pages/{1_Language_Typology.py → 4_Language_Typology.py}

@@ -14,7 +14,6 @@ def get_typology_df():
 st.set_page_config(page_title="Language Typology", page_icon="📈")
 
 st.markdown("# Language Typology")
-st.sidebar.header("Language Typology")
 st.write(
     """TODO: Description"""
 )

pages/{4_Domain_Transfer.py → 5_Domain_Transfer.py}

@@ -14,7 +14,6 @@ TITLE = "Cross-domain Transfer"
 st.set_page_config(page_title=TITLE, page_icon="📈")
 
 st.markdown(f"# {TITLE}")
-st.sidebar.header(TITLE)
 st.write(
     """TODO: Description"""
 )