| {model['name']} |
{model['overall_score']:.3f} |
{model['valid_tool_name_rate']:.1f}% |
{model['schema_compliance']:.1f}% |
{model['execution_success']:.1f}% |
{model['task_fulfillment']:.3f} |
{model['information_grounding']:.3f} |
{model['tool_appropriateness']:.3f} |
{model['parameter_accuracy']:.3f} |
{model['dependency_awareness']:.3f} |
{model['parallelism_efficiency']:.3f} |
'''
rows.append(row)
return '\n'.join(rows)
def create_gradio_app():
"""
Gradio app to serve the static HTML leaderboard with embedded images
This is required for Hugging Face Spaces deployment
"""
# Read the HTML content
with open('index.html', 'r', encoding='utf-8') as f:
html_content = f.read()
# Read the CSS content
with open('style.css', 'r', encoding='utf-8') as f:
css_content = f.read()
# Convert images to base64 for embedding
diagram_b64 = encode_image_to_base64('mcp-bench.png')
ranking_b64 = encode_image_to_base64('ranking.png')
# Replace image references with base64 embedded versions
html_content = html_content.replace(
'src="mcp-bench.png"',
f'src="{diagram_b64}"'
).replace(
'src="ranking.png"',
f'src="{ranking_b64}"'
)
# Generate static table HTML
table_html = generate_table_html()
# Replace the empty tbody with pre-generated content
combined_html = html_content.replace(
'