Super-squash branch 'main' using huggingface_hub

.gitattributes

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+*.arrow filter=lfs diff=lfs merge=lfs -text
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.gitignore

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+__pycache__/
+*.py[cod]
+*$py.class
+.env
+.venv
+env/
+venv/
+ENV/
+.DS_Store
+*.log# trigger

Dockerfile

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+FROM python:3.10-slim
+
+WORKDIR /code
+
+COPY requirements.txt /code/requirements.txt
+RUN pip install --no-cache-dir --upgrade pip && \
+    pip install --no-cache-dir -r requirements.txt
+
+COPY . /code/
+
+ENV PYTHONUNBUFFERED=1
+
+EXPOSE 7860
+
+CMD ["python", "-u", "app.py"]

README.md

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+---
+title: DeepResearch Bench
+emoji: 🔍
+colorFrom: blue
+colorTo: indigo
+sdk: docker
+app_file: app.py
+pinned: false
+license: apache-2.0
+---
+
+# DeepResearch Bench Leaderboard
+
+A comprehensive benchmark and leaderboard for evaluating Deep Research Agents.
+
+## Overview
+This Hugging Face Space hosts the interactive leaderboard for the DeepResearch Bench project.
+
+Visit our [project website](https://deepresearch-bench.github.io) for more information.
+
+### Local Development
+```bash
+pip install -r requirements.txt
+python app.py
+```
+
+## Hugging Face Space Details
+- SDK: Docker

app.py

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+#!/usr/bin/env python3
+# -*- coding: utf-8 -*-
+"""
+DeepResearch Bench HF Space 入口文件
+"""
+
+from __future__ import annotations
+from create_leaderboard import demo
+
+
+if __name__ == "__main__":
+    demo.launch(
+        server_name="0.0.0.0",
+        server_port=7860,
+        share=False,
+        show_api=False,
+    )

create_leaderboard.py

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+#!/usr/bin/env python3
+# -*- coding: utf-8 -*-
+"""
+Gradio UI – v2.1  (Leaderboard · Data Viewer · Prompt-to-Leaderboard)
+"""
+
+from __future__ import annotations
+from pathlib import Path
+from datetime import datetime
+import pandas as pd
+import gradio as gr
+
+# ---- Tab 组件 ----
+from tabs.leaderboard_tab import create_leaderboard_tab
+from tabs.leaderboard_tab_gpt55 import create_leaderboard_tab_gpt55
+from tabs.data_viewer_tab import create_data_viewer_tab
+from tabs.data_viewer_side_by_side_tab import create_data_viewer_side_by_side_tab
+
+def get_leaderboard_info():
+    leaderboard_path = Path(__file__).parent / "data" / "leaderboard.csv"
+    if leaderboard_path.exists():
+        try:
+            df = pd.read_csv(leaderboard_path)
+            model_count = len(df)
+            mtime = leaderboard_path.stat().st_mtime
+            last_update = datetime.fromtimestamp(mtime).strftime("%d %B %Y")
+            return model_count, last_update
+        except Exception:
+            pass
+    return 21, "02 August 2025"  
+
+model_count, last_update = get_leaderboard_info()
+
+# ---------------------------------------------------------------------------
+# UI
+# ---------------------------------------------------------------------------
+
+with gr.Blocks(title="DeepResearch Bench") as demo:
+
+    # ========= 全局 CSS（仅作用于自定义标题 & 简介） =========
+    gr.HTML("""
+    <style>
+      .title-block{
+        /* 渐变文字效果 - 改进版 */
+        background: linear-gradient(to right, #009CFF, #823AFF);
+        background: -webkit-linear-gradient(to right, #009CFF, #823AFF);
+        background: -moz-linear-gradient(to right, #009CFF, #823AFF);
+        -webkit-background-clip: text;
+        -webkit-text-fill-color: transparent;
+        background-clip: text;
+        color: transparent;
+        
+        text-align: center;
+        font-size: 2rem;
+        font-weight: 700;
+        margin: 0 0 1rem 0;
+        padding-bottom: 0.2rem;
+        display: inline-block; /* 重要：确保渐变效果正常 */
+        width: 100%; /* 确保居中对齐 */
+      }
+      .intro-block{
+        text-align:center;
+        margin-bottom:1.25rem;
+        line-height:2;
+      }
+      .intro-block a{
+        color:#0a58ca;
+        text-decoration:none;
+        margin:0 .3rem;
+      }
+      .intro-block a:hover{ text-decoration:underline; }
+    </style>
+    """)
+
+    # ========= 顶部标题 & 简介（不使用 Markdown 标题语法） =========
+    gr.HTML(f"""
+    <div class="title-block">
+      DeepResearch Bench: A Comprehensive Benchmark for Deep Research Agents
+    </div>
+
+    <div class="intro-block">
+      The research aims to comprehensively evaluate the capabilities of Deep Research Agents.<br>
+      <a href="https://github.com/Ayanami0730/deep_research_bench" target="_blank">Code</a> |
+      <a href="https://deepresearch-bench.github.io" target="_blank">Website</a> |
+      <a href="https://arxiv.org/abs/2506.11763" target="_blank">Paper</a> |
+      <a href="#" target="_blank">Eval Dataset</a> |
+      Total models: {model_count} | Last Update: {last_update}<br>
+      <small style="color: #666; font-size: 0.9em;">
+        Leaderboard tab — Race judge: GPT-5.5 | Fact-check: GPT-5.4-mini<br>
+        Gemini-2.5 Eval tab — Race judge: gemini-2.5-pro | Fact-check: gemini-2.5-flash
+      </small>
+    </div>
+    """)
+
+    # ========= 主 Tabs =========
+    with gr.Tabs():
+        create_leaderboard_tab_gpt55()     # 🏆 Leaderboard
+        create_leaderboard_tab()           # 🏆 Leaderboard (Gemini-2.5 Eval)
+
+        sbs_on_load, sbs_outputs = create_data_viewer_side_by_side_tab()
+        dv_on_load, dv_outputs = create_data_viewer_tab()
+
+        with gr.Tab("💬Prompt-to-Leaderboard"):
+            gr.Markdown(
+                """
+🚧 **Prompt-to-Leaderboard** module not implemented yet.  
+Planned: inspect how individual prompts affect overall model ranking.
+"""
+            )
+
+    demo.load(fn=dv_on_load, outputs=dv_outputs)
+    demo.load(fn=sbs_on_load, outputs=sbs_outputs)
+
+    # ========= Citation 板块 =========
+    gr.HTML("""
+    <style>
+      .citation-block {
+        margin-top: 2rem;
+        padding: 1.5rem;
+        border: 1px solid #e0e0e0;
+        border-radius: 8px;
+        background-color: #f9f9f9;
+      }
+      .citation-title {
+        font-size: 1.25rem;
+        font-weight: 600;
+        margin-bottom: 1rem;
+        color: #333;
+      }
+      .citation-content {
+        background-color: #fff;
+        border: 1px solid #ddd;
+        border-radius: 4px;
+        padding: 1rem;
+        font-family: monospace;
+        font-size: 0.9rem;
+        white-space: pre-wrap;
+        line-height: 1.5;
+        position: relative;
+      }
+      .copy-btn {
+        position: absolute;
+        top: 8px;
+        right: 8px;
+        padding: 6px 12px;
+        background-color: #0a58ca;
+        color: white;
+        border: none;
+        border-radius: 4px;
+        cursor: pointer;
+        font-size: 0.85rem;
+        transition: background-color 0.2s;
+      }
+      .copy-btn:hover {
+        background-color: #084298;
+      }
+      .copy-btn.copied {
+        background-color: #198754;
+      }
+    </style>
+    
+    <div class="citation-block">
+      <div class="citation-title">📚 Citation</div>
+      <div class="citation-content" id="citation-text">
+        <button class="copy-btn" onclick="copyCitation()">Copy</button>
+@article{du2025deepresearch,
+  author    = {Mingxuan Du and Benfeng Xu and Chiwei Zhu and Xiaorui Wang and Zhendong Mao},
+  title     = {DeepResearch Bench: A Comprehensive Benchmark for Deep Research Agents},
+  journal   = {arXiv preprint},
+  year      = {2025},
+}</div>
+    </div>
+    
+    <script>
+    function copyCitation() {
+      const citationText = `@article{du2025deepresearch,
+  author    = {Mingxuan Du and Benfeng Xu and Chiwei Zhu and Xiaorui Wang and Zhendong Mao},
+  title     = {DeepResearch Bench: A Comprehensive Benchmark for Deep Research Agents},
+  journal   = {arXiv preprint},
+  year      = {2025},
+}`;
+      navigator.clipboard.writeText(citationText).then(function() {
+        const btn = document.querySelector('.copy-btn');
+        btn.textContent = 'Copied!';
+        btn.classList.add('copied');
+        setTimeout(function() {
+          btn.textContent = 'Copy';
+          btn.classList.remove('copied');
+        }, 2000);
+      });
+    }
+    </script>
+    """)
+
+# ---------------------------------------------------------------------------
+# Entrypoint
+# ---------------------------------------------------------------------------
+if __name__ == "__main__":
+    demo.launch()

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data/fact_results/doubao-deepresearch/fact_result.txt

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+supported_per_task: 52.6224
+valid_rate: 0.5286

data/fact_results/gemini-2.5-pro-deepresearch/fact_result.txt

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data/fact_results/langchain-open-deep-research-gpt-5/fact_result.txt

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data/fact_results/openai-deepresearch/fact_result.txt

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data/fact_results/perplexity-Research/fact_result.txt

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