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| 6 | + <title>Falcon: Text-to-SQL Benchmark</title> |
| 7 | + <meta name="description" content="Falcon is a continuously-evolving, high-quality benchmark for natural-language-to-SQL (Text2SQL) systems."> |
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| 177 | + </style> |
| 178 | +</head> |
| 179 | +<body> |
| 180 | + |
| 181 | +<nav class="navbar"> |
| 182 | + <div class="container nav-content"> |
| 183 | + <a href="#" class="logo">🦅 Falcon Benchmark</a> |
| 184 | + <div class="nav-links"> |
| 185 | + <a href="#about">About</a> |
| 186 | + <a href="#features">Features</a> |
| 187 | + <a href="#leaderboard">Leaderboard</a> |
| 188 | + <a href="#citation">Citation</a> |
| 189 | + <a href="https://github.com/eosphoros-ai/Falcon" target="_blank">GitHub</a> |
| 190 | + </div> |
| 191 | + </div> |
| 192 | +</nav> |
| 193 | + |
| 194 | +<div class="hero"> |
| 195 | + <div class="container"> |
| 196 | + <h1>Falcon: Text-to-SQL Benchmark</h1> |
| 197 | + <p>A continuously-evolving, high-quality benchmark designed to stress-test models under complex, cross-domain analytical scenarios.</p> |
| 198 | + <div class="btn-group"> |
| 199 | + <a href="https://github.com/eosphoros-ai/Falcon" class="btn btn-primary">View on GitHub</a> |
| 200 | + <a href="https://arxiv.org/abs/2510.24762" class="btn btn-outline">Read Paper</a> |
| 201 | + </div> |
| 202 | + </div> |
| 203 | +</div> |
| 204 | + |
| 205 | +<div class="container"> |
| 206 | + <section id="about"> |
| 207 | + <h2>About Falcon</h2> |
| 208 | + <p> |
| 209 | + Falcon is built on public Kaggle datasets covering <strong>Finance, Internet, and Retail</strong> domains. |
| 210 | + Each domain is paired with question sets of incremental difficulty levels so that model capability can be measured more finely. |
| 211 | + </p> |
| 212 | + <p> |
| 213 | + The current release includes 500 Chinese questions derived from Kaggle datasets, with more questions focusing on fuzzy linguistic expressions and real Ant Group production scenarios in preparation. |
| 214 | + </p> |
| 215 | + </section> |
| 216 | + |
| 217 | + <section id="features"> |
| 218 | + <h2>Key Challenges</h2> |
| 219 | + <div class="features-grid"> |
| 220 | + <div class="feature-card"> |
| 221 | + <h3>SQL-Computational Difficulties</h3> |
| 222 | + <p>Designed to test complex logic including:</p> |
| 223 | + <ul> |
| 224 | + <li>Multi-table joins</li> |
| 225 | + <li>Nested CTEs (Common Table Expressions)</li> |
| 226 | + <li>Window functions & Ranking</li> |
| 227 | + <li>Type casting & Regular-expression filters</li> |
| 228 | + </ul> |
| 229 | + </div> |
| 230 | + <div class="feature-card"> |
| 231 | + <h3>Linguistic Difficulties</h3> |
| 232 | + <p>Focuses on natural language ambiguity:</p> |
| 233 | + <ul> |
| 234 | + <li>Chinese fuzzy time expressions</li> |
| 235 | + <li>Colloquial business jargon</li> |
| 236 | + <li>Ellipsis (omitted information)</li> |
| 237 | + <li>Multi-intent questions</li> |
| 238 | + </ul> |
| 239 | + </div> |
| 240 | + </div> |
| 241 | + </section> |
| 242 | + |
| 243 | + <section id="leaderboard"> |
| 244 | + <h2>🏆 Leaderboard</h2> |
| 245 | + <p><em>Note: This is a placeholder. Please update with real evaluation results.</em></p> |
| 246 | + <table> |
| 247 | + <thead> |
| 248 | + <tr> |
| 249 | + <th>Rank</th> |
| 250 | + <th>Model</th> |
| 251 | + <th>Method</th> |
| 252 | + <th>Execution Accuracy</th> |
| 253 | + <th>Date</th> |
| 254 | + </tr> |
| 255 | + </thead> |
| 256 | + <tbody> |
| 257 | + <tr> |
| 258 | + <td>1</td> |
| 259 | + <td>GPT-4o</td> |
| 260 | + <td>Few-shot CoT</td> |
| 261 | + <td>--</td> |
| 262 | + <td>2024-05</td> |
| 263 | + </tr> |
| 264 | + <tr> |
| 265 | + <td>2</td> |
| 266 | + <td>Claude 3.5 Sonnet</td> |
| 267 | + <td>Zero-shot</td> |
| 268 | + <td>--</td> |
| 269 | + <td>2024-06</td> |
| 270 | + </tr> |
| 271 | + <tr> |
| 272 | + <td>3</td> |
| 273 | + <td>Llama-3-70B</td> |
| 274 | + <td>Fine-tuned</td> |
| 275 | + <td>--</td> |
| 276 | + <td>2024-04</td> |
| 277 | + </tr> |
| 278 | + </tbody> |
| 279 | + </table> |
| 280 | + </section> |
| 281 | + |
| 282 | + <section id="citation"> |
| 283 | + <h2>📝 Citation</h2> |
| 284 | + <p>For methodology, dataset construction details, and evaluation protocols, please refer to our arXiv paper:</p> |
| 285 | + <pre><code>@article{falcon2025, |
| 286 | + title={Falcon: A New Text-to-SQL Benchmark}, |
| 287 | + author={Eosphoros AI Team}, |
| 288 | + journal={arXiv preprint arXiv:2510.24762}, |
| 289 | + year={2025} |
| 290 | +}</code></pre> |
| 291 | + </section> |
| 292 | +</div> |
| 293 | + |
| 294 | +<footer> |
| 295 | + <div class="container"> |
| 296 | + <p> |
| 297 | + Licensed under Apache-2.0. <br> |
| 298 | + Maintained by <a href="https://github.com/eosphoros-ai">eosphoros-ai</a>. |
| 299 | + </p> |
| 300 | + </div> |
| 301 | +</footer> |
| 302 | + |
| 303 | +</body> |
| 304 | +</html> |
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