Spaces:
Running
Running
daniel7an
commited on
Commit
·
d21b14f
1
Parent(s):
33d83a0
commit
Browse files- benchmark_results.csv +10 -0
- main.py +45 -0
- requirements.txt +3 -0
benchmark_results.csv
ADDED
@@ -0,0 +1,10 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
1 |
+
model,armenian_language_score,armenian_history_score,mathematics_score,average_score
|
2 |
+
claude-3-7-sonnet-20250219,10.5,7.75,15.0,11.08
|
3 |
+
claude-3-5-sonnet-20241022,10.0,9.25,12.75,10.67
|
4 |
+
gemini-2.0-flash,5.5,6.75,17.25,9.83
|
5 |
+
gpt-4o,6.75,6.75,13.25,8.92
|
6 |
+
qwen-max-2025-01-25,7.25,4.5,14.25,8.67
|
7 |
+
gemini-1.5-flash,4.75,3.75,15.0,7.83
|
8 |
+
deepseek-ai/DeepSeek-V3,5.25,5.0,12.25,7.5
|
9 |
+
Meta-Llama-3.3-70B-Instruct,4.5,5.25,11.5,7.08
|
10 |
+
claude-3-5-haiku-20241022,5.0,3.75,10.75,6.5
|
main.py
ADDED
@@ -0,0 +1,45 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
1 |
+
import gradio as gr
|
2 |
+
import pandas as pd
|
3 |
+
import plotly.express as px
|
4 |
+
|
5 |
+
def display_table():
|
6 |
+
df = pd.read_csv('benchmark_results.csv')
|
7 |
+
return df
|
8 |
+
|
9 |
+
def create_bar_chart():
|
10 |
+
df = pd.read_csv('benchmark_results.csv')
|
11 |
+
fig = px.bar(df,
|
12 |
+
x='average_score',
|
13 |
+
y='model',
|
14 |
+
color='average_score',
|
15 |
+
color_continuous_scale='tealrose',
|
16 |
+
hover_data=['armenian_language_score', 'armenian_history_score', 'mathematics_score'],
|
17 |
+
labels={'average_score': 'Average Score', 'model': 'Model'},
|
18 |
+
title='Average Score per Model',
|
19 |
+
orientation='h',
|
20 |
+
range_color=[0, 20])
|
21 |
+
|
22 |
+
fig.update_layout(
|
23 |
+
xaxis=dict(range=[0, 20]),
|
24 |
+
title=dict(text='Average Score per Model', font=dict(size=16)),
|
25 |
+
xaxis_title=dict(font=dict(size=12)),
|
26 |
+
yaxis_title=dict(font=dict(size=12)),
|
27 |
+
yaxis=dict(autorange="reversed"),
|
28 |
+
hoverlabel=dict(
|
29 |
+
bgcolor="white",
|
30 |
+
font_size=12,
|
31 |
+
font_family="Arial",
|
32 |
+
font_color="black"
|
33 |
+
)
|
34 |
+
)
|
35 |
+
|
36 |
+
return fig
|
37 |
+
|
38 |
+
with gr.Blocks() as app:
|
39 |
+
gr.Markdown("# ArmBench Leaderboard")
|
40 |
+
table_output = gr.DataFrame(value=display_table())
|
41 |
+
plot_output = gr.Plot(create_bar_chart)
|
42 |
+
|
43 |
+
app.launch(share=True)
|
44 |
+
|
45 |
+
|
requirements.txt
ADDED
@@ -0,0 +1,3 @@
|
|
|
|
|
|
|
|
|
1 |
+
gradio==5.19.0
|
2 |
+
pandas==2.2.3
|
3 |
+
plotly==6.0.0
|