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import gradio as gr
from data_loader import METHODOLOGY
from utils import (
get_rank_badge,
get_score_bar,
get_score_bar_secondary,
get_type_badge,
)
def filter_leaderboard(df, sort_by):
filtered_df = df.copy()
if sort_by == "Score on obfuscated questions":
filtered_df = filtered_df.sort_values(by="Obfuscated score", ascending=False)
else:
filtered_df = filtered_df.sort_values(by="Baseline score", ascending=False)
filtered_df["Rank"] = range(1, len(filtered_df) + 1)
# Generate styled table HTML
table_html = f"""
<style>
@media (prefers-color-scheme: dark) {{
:root {{
--bg-color: #1a1b1e;
--text-color: #ffffff;
--border-color: #2d2e32;
--hover-bg: #2d2e32;
--note-bg: #2d2e32;
--note-text: #a1a1aa;
--accent-blue: #60A5FA;
--accent-purple: #A78BFA;
--accent-pink: #F472B6;
--score-bg: rgba(255, 255, 255, 0.1);
}}
}}
@media (prefers-color-scheme: light) {{
:root {{
--bg-color: #ffffff;
--text-color: #000000;
--border-color: #e5e7eb;
--hover-bg: #f3f4f6;
--note-bg: #f3f4f6;
--note-text: #4b5563;
--accent-blue: #3B82F6;
--accent-purple: #8B5CF6;
--accent-pink: #EC4899;
--score-bg: rgba(0, 0, 0, 0.1);
}}
}}
.dark-table-container {{
background: var(--bg-color);
border-radius: 12px;
padding: 1px;
margin: 20px 0;
}}
.dark-styled-table {{
width: 100%;
border-collapse: collapse;
font-family: -apple-system, BlinkMacSystemFont, "Segoe UI", Roboto, sans-serif;
background: var(--bg-color);
color: var(--text-color);
}}
.dark-styled-table thead {{
position: sticky;
top: 0;
background: var(--bg-color);
z-index: 1;
}}
.dark-styled-table th {{
padding: 16px;
text-align: left;
font-weight: 500;
color: var(--text-color);
border-bottom: 1px solid var(--border-color);
}}
.dark-styled-table td {{
padding: 16px;
border-bottom: 1px solid var(--border-color);
color: var(--text-color);
}}
.dark-styled-table tbody tr:hover {{
background: var(--hover-bg);
}}
.model-cell {{
font-weight: 500;
}}
.score-cell {{
font-weight: 500;
}}
.note-box {{
margin-top: 20px;
padding: 16px;
background: var(--note-bg);
border-radius: 8px;
color: var(--note-text);
}}
</style>
<div class="dark-table-container">
<table class="dark-styled-table">
<thead>
<tr>
<th>Rank</th>
<th>Model</th>
<th>Provider</th>
<th>Type</th>
<th>Exact match score (obfuscated questions)</th>
<th>Exact match score (all questions)</th>
</tr>
</thead>
<tbody>
"""
for _, row in filtered_df.iterrows():
table_html += f"""
<tr>
<td>{get_rank_badge(row['Rank'])}</td>
<td class="model-cell">{row['Model']}</td>
<td class="vendor-cell">{row['Provider']}</td>
<td>{get_type_badge(row['Type'])}</td>
<td class="score-cell">{get_score_bar(row['Obfuscated score'])}</td>
<td class="score-cell">{get_score_bar_secondary(row['Baseline score'])}</td>
</tr>
"""
return table_html
def create_leaderboard_tab(df, HEADER_CONTENT, CARDS):
gr.HTML(HEADER_CONTENT + CARDS)
# Filters row
with gr.Row(equal_height=True):
with gr.Column(scale=0.4):
sort_by = gr.Dropdown(
choices=["Score on obfuscated questions", "Score on all questions"],
value="Score on obfuscated questions",
label="Sort by",
)
# Content
output = gr.HTML()
sort_by.change(
fn=lambda s: filter_leaderboard(df, s),
inputs=[sort_by],
outputs=[output],
)
return output
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