Spaces:
Running
Running
File size: 20,187 Bytes
c041a1a 8eacfd8 c041a1a ff2e60a c041a1a 8eacfd8 ff2e60a c041a1a 8eacfd8 ff2e60a c041a1a 8eacfd8 ff2e60a c041a1a ff2e60a 8eacfd8 ff2e60a 8eacfd8 ff2e60a 8eacfd8 c041a1a 8eacfd8 ff2e60a c041a1a ff4a86a 8eacfd8 ff2e60a c041a1a 8eacfd8 ff2e60a c041a1a ff2e60a c041a1a ff2e60a 8eacfd8 ff2e60a c041a1a 8eacfd8 ff2e60a c041a1a ff2e60a c041a1a ff2e60a c041a1a 8eacfd8 ff2e60a c041a1a ff2e60a 8eacfd8 50f726d ff2e60a 50f726d 8eacfd8 ff2e60a 50f726d ff2e60a 50f726d ff2e60a 8eacfd8 50f726d 8eacfd8 ff2e60a c041a1a 8eacfd8 ff2e60a 8eacfd8 ff2e60a 8eacfd8 ff2e60a 7547141 8eacfd8 ff2e60a 8eacfd8 ff2e60a 8eacfd8 ff2e60a 8eacfd8 ff2e60a 3f074b2 8eacfd8 ff2e60a 8eacfd8 ff2e60a 8eacfd8 ff2e60a c041a1a 8eacfd8 c041a1a 8eacfd8 c041a1a 8eacfd8 ff2e60a 8eacfd8 ff2e60a 8eacfd8 ff2e60a 8eacfd8 c041a1a 8eacfd8 c041a1a 8eacfd8 ff2e60a 8eacfd8 c041a1a 8eacfd8 ff2e60a ff4a86a ff2e60a 8eacfd8 ff4a86a 8eacfd8 ff4a86a ff2e60a 8eacfd8 ff2e60a ff4a86a ff2e60a ff4a86a 8eacfd8 ff2e60a 8eacfd8 ff2e60a 8eacfd8 ff2e60a 8eacfd8 ff4a86a c041a1a ff2e60a 192167f c041a1a 50f726d c041a1a 0a286b0 8eacfd8 c041a1a f9bfa06 c041a1a ff4a86a c041a1a ff2e60a 21dd092 ff2e60a 21dd092 ff2e60a 21dd092 c041a1a ff2e60a 86d9b17 e1dbcec ff2e60a e1dbcec ff2e60a e1dbcec ff2e60a 86d9b17 c041a1a 8eacfd8 c041a1a f9bfa06 ff4a86a 8eacfd8 df0a6e6 8eacfd8 df0a6e6 8eacfd8 df0a6e6 8eacfd8 df0a6e6 8eacfd8 50f726d 8eacfd8 50f726d 8eacfd8 50f726d 8eacfd8 50f726d 8eacfd8 50f726d 8eacfd8 50f726d 8eacfd8 50f726d 8eacfd8 f9bfa06 8eacfd8 c041a1a 8eacfd8 c041a1a 8eacfd8 f9bfa06 c041a1a 8eacfd8 f9bfa06 50f726d f9bfa06 8eacfd8 3f074b2 8eacfd8 f9bfa06 8eacfd8 f9bfa06 8eacfd8 3f074b2 8eacfd8 3f074b2 8eacfd8 3f074b2 8eacfd8 3f074b2 8eacfd8 3f074b2 8eacfd8 3f074b2 8eacfd8 c041a1a ff4a86a 8eacfd8 c041a1a f9bfa06 c041a1a 8eacfd8 c041a1a ff2e60a ff4a86a 8eacfd8 ff2e60a c041a1a 8eacfd8 c041a1a 8eacfd8 e1dbcec ff2e60a e1dbcec c041a1a 8eacfd8 |
1 2 3 4 5 6 7 8 9 10 11 12 13 14 15 16 17 18 19 20 21 22 23 24 25 26 27 28 29 30 31 32 33 34 35 36 37 38 39 40 41 42 43 44 45 46 47 48 49 50 51 52 53 54 55 56 57 58 59 60 61 62 63 64 65 66 67 68 69 70 71 72 73 74 75 76 77 78 79 80 81 82 83 84 85 86 87 88 89 90 91 92 93 94 95 96 97 98 99 100 101 102 103 104 105 106 107 108 109 110 111 112 113 114 115 116 117 118 119 120 121 122 123 124 125 126 127 128 129 130 131 132 133 134 135 136 137 138 139 140 141 142 143 144 145 146 147 148 149 150 151 152 153 154 155 156 157 158 159 160 161 162 163 164 165 166 167 168 169 170 171 172 173 174 175 176 177 178 179 180 181 182 183 184 185 186 187 188 189 190 191 192 193 194 195 196 197 198 199 200 201 202 203 204 205 206 207 208 209 210 211 212 213 214 215 216 217 218 219 220 221 222 223 224 225 226 227 228 229 230 231 232 233 234 235 236 237 238 239 240 241 242 243 244 245 246 247 248 249 250 251 252 253 254 255 256 257 258 259 260 261 262 263 264 265 266 267 268 269 270 271 272 273 274 275 276 277 278 279 280 281 282 283 284 285 286 287 288 289 290 291 292 293 294 295 296 297 298 299 300 301 302 303 304 305 306 307 308 309 310 311 312 313 314 315 316 317 318 319 320 321 322 323 324 325 326 327 328 329 330 331 332 333 334 335 336 337 338 339 340 341 342 343 344 345 346 347 348 349 350 351 352 353 354 355 356 357 358 359 360 361 362 363 364 365 366 367 368 369 370 371 372 373 374 375 376 377 378 379 380 381 382 383 384 385 386 387 388 389 390 391 392 393 394 395 396 397 398 399 400 401 402 403 404 405 406 407 408 409 410 411 412 413 414 415 416 417 418 419 420 421 422 423 424 425 426 427 428 429 430 431 432 433 434 435 436 437 438 439 440 441 442 443 444 445 446 447 448 449 450 451 452 453 454 455 456 457 458 459 460 461 462 463 464 465 466 467 468 |
<!DOCTYPE html>
<html lang="en">
<head>
<meta charset="UTF-8">
<meta name="viewport" content="width=device-width, initial-scale=1.0">
<title>LLM Benchmark Overview</title>
<link href="https://fonts.googleapis.com/css2?family=Inter:wght@300;400;600&display=swap" rel="stylesheet">
<style>
/* General Body and Font Styles */
body {
font-family: 'Inter', sans-serif;
background-color: #1a1a2e; /* Dark background */
color: #e0e0e0; /* Light text */
margin: 0;
padding: 20px;
line-height: 1.6;
font-size: 14px; /* Reduced base font size */
}
/* Header Styling */
h1 {
text-align: center;
color: #a766ff; /* Neo purple */
margin-bottom: 30px;
font-weight: 600;
font-size: 2.2em;
text-shadow: 0 0 10px rgba(167, 102, 255, 0.4);
}
/* Introduction Text */
body > div:nth-of-type(1) { /* Targeting the intro div */
max-width: 900px;
margin: 0 auto 30px auto;
text-align: justify;
background-color: #2a2a4a; /* Slightly lighter dark background */
padding: 20px;
border-radius: 12px;
box-shadow: 0 4px 15px rgba(0, 0, 0, 0.3);
font-size: 0.95em;
}
/* Table Container and Shadow */
.table-container {
overflow-x: auto;
margin-top: 20px;
position: relative;
border-radius: 12px;
box-shadow: 0 8px 20px rgba(0, 0, 0, 0.5); /* Stronger shadow */
}
/* Table Styling */
table {
width: auto; /* Changed from 100% to auto to allow min-width to force overflow */
border-collapse: collapse;
margin: 0 auto;
background-color: #2a2a4a; /* Darker table background */
border-radius: 12px;
overflow: hidden; /* Ensures rounded corners apply */
min-width: 950px; /* Ensure a minimum width for the table itself (sum of column min-widths) */
table-layout: fixed; /* Keep fixed layout for column width control */
}
/* Table Headers and Cells */
th, td {
padding: 10px 15px; /* Reduced vertical padding from 12px to 10px */
text-align: left;
border: 1px solid #3a3a5a; /* Darker border */
font-size: 0.9em; /* Smaller font for table content */
vertical-align: top; /* Align content to top */
white-space: normal; /* Ensure cells allow content to wrap */
word-wrap: break-word; /* Ensure long words break within cells */
}
/* Table Header Specifics */
th {
background-color: #3a3a5a; /* Dark header background */
color: #c0c0c0; /* Lighter header text */
font-weight: 600;
position: relative;
/* white-space: normal and word-wrap: break-word are now in th, td general rule */
}
/* Resizable Column Handler */
th.resizable .resizer {
position: absolute;
top: 0;
right: 0;
width: 8px; /* Wider resizer for easier grabbing */
height: 100%;
cursor: col-resize;
background-color: rgba(167, 102, 255, 0.2); /* Semi-transparent purple */
transition: background-color 0.2s ease-in-out;
}
th.resizable .resizer:hover {
background-color: rgba(167, 102, 255, 0.5); /* More visible on hover */
}
/* Alternating Row Colors */
tr:nth-child(even) {
background-color: #2f2f50; /* Slightly different shade for even rows */
}
/* Specific Column Styling for wider columns */
/* Adjusted widths for better display */
th:nth-child(1), td:nth-child(1) { width: 15%; min-width: 120px; } /* Evaluated task */
th:nth-child(2), td:nth-child(2) { width: 15%; min-width: 120px; } /* Benchmark Name */
th:nth-child(3), td:nth-child(3) { width: 20%; min-width: 150px; } /* Metric often used */
th:nth-child(4), td:nth-child(4) { width: 20%; min-width: 150px; } /* Question + context example */
th:nth-child(5), td:nth-child(5) { width: 20%; min-width: 150px; } /* Answer examp */
th:nth-child(6), td:nth-child(6) { width: 15%; min-width: 120px; } /* Paper */
th:nth-child(7), td:nth-child(7) { width: 15%; min-width: 120px; } /* HF or Git link */
/* Inner div for truncated content */
.cell-content {
cursor: pointer; /* Keep cursor pointer for expandability */
overflow: hidden;
text-overflow: ellipsis;
display: -webkit-box;
-webkit-line-clamp: 4; /* Limit to 4 lines */
-webkit-box-orient: vertical;
/* white-space: normal and word-wrap: break-word are now in th, td general rule */
}
/* Hover effect on the cell, not the inner content */
td:hover {
background-color: #3a3a5a; /* Highlight on hover */
}
/* Filter and Search Bar Styling */
.filter {
margin-bottom: 25px;
text-align: center;
display: flex;
flex-wrap: wrap;
justify-content: center;
align-items: center;
gap: 15px;
}
.filter label {
font-size: 1em;
margin-right: 5px;
color: #a766ff; /* Neo purple */
font-weight: 600;
}
.filter select, .filter input[type="text"] {
padding: 8px 12px;
font-size: 0.95em;
border: 1px solid #5a5a7a; /* Darker border */
border-radius: 8px;
background-color: #3a3a5a; /* Dark input background */
color: #e0e0e0; /* Light input text */
outline: none;
transition: border-color 0.2s ease-in-out, box-shadow 0.2s ease-in-out;
}
.filter select:focus, .filter input[type="text"]:focus {
border-color: #a766ff;
box-shadow: 0 0 8px rgba(167, 102, 255, 0.5);
}
.filter input[type="text"] {
flex-grow: 1; /* Allow search input to grow */
max-width: 400px;
}
/* Modal and Overlay Styling */
.modal {
position: fixed;
top: 50%;
left: 50%;
transform: translate(-50%, -50%);
background-color: #2a2a4a; /* Dark modal background */
box-shadow: 0 8px 20px rgba(0, 0, 0, 0.6); /* Stronger shadow */
padding: 30px;
z-index: 1000;
border-radius: 12px;
max-width: 90%;
max-height: 90%;
overflow: auto;
color: #e0e0e0; /* Light text */
font-size: 1em;
white-space: pre-wrap; /* Preserve formatting for modal content */
}
.overlay {
position: fixed;
top: 0;
left: 0;
width: 100%;
height: 100%;
background: rgba(0, 0, 0, 0.8); /* Darker overlay */
z-index: 999;
}
/* Link Styling */
a {
color: #a766ff; /* Neo purple for links */
text-decoration: none;
transition: color 0.2s ease-in-out;
}
a:hover {
color: #c08cff; /* Lighter purple on hover */
text-decoration: underline;
}
</style>
</head>
<body>
<h1>LLM Benchmark Overview (Update Ongoing)</h1>
<div>As the development and evaluation of large language models (LLMs) continue to evolve, I conducted an overview of the principal benchmarks commonly found in research papers. My goal is to create a clear and comprehensive resource that summarizes what is being tested in LLMs, with concrete examples, key metrics, and direct links to related papers and repositories. This document serves as a centralized matrix that will be continuously updated with insights from future papers I review.</div>
<div class="filter">
<label for="metricFilter">Filter by Evaluated task:</label>
<select id="metricFilter">
<option value="">All</option>
</select>
<input type="text" id="searchInput" placeholder="Search for benchmark names..." style="margin-bottom: 0;">
</div>
<div class="table-container">
<table id="csvTable">
<thead>
<!-- Headers will be dynamically added -->
</thead>
<tbody>
<!-- Rows will be dynamically added here -->
</tbody>
</table>
</div>
<div class="overlay" id="overlay" style="display: none;"></div>
<div class="modal" id="modal" style="display: none;"></div>
<script>
// Custom CSV parser to handle quoted fields with commas/newlines
function parseCSV(content) {
const rows = [];
let currentRow = [];
let currentField = '';
let insideQuotes = false;
for (let i = 0; i < content.length; i++) {
const char = content[i];
if (char === '"') {
insideQuotes = !insideQuotes;
} else if (char === ',' && !insideQuotes) {
currentRow.push(currentField.trim());
currentField = '';
} else if (char === '\n' && !insideQuotes) {
currentRow.push(currentField.trim());
rows.push(currentRow);
currentRow = [];
currentField = '';
} else {
currentField += char;
}
}
// Add the last field and row if any
if (currentField) currentRow.push(currentField.trim());
if (currentRow.length > 0) rows.push(currentRow);
const headers = rows.shift(); // First row is headers
return { headers, rows };
}
// Function to load CSV from Hugging Face (commented out for Canvas preview)
async function loadCSVFromHuggingFace(dataset, filename, token) {
const url = `https://huggingface.co/datasets/${dataset}/resolve/main/${filename}`;
try {
const response = await fetch(url, {
headers: {
'Authorization': `Bearer ${token}`, // Uncommented for authentication
},
});
if (!response.ok) {
throw new Error(`Failed to fetch file: ${response.statusText}`);
}
const content = await response.text();
return parseCSV(content);
} catch (error) {
console.error("Error loading CSV from Hugging Face:", error);
// Display a user-friendly message if data loading fails
return { headers: [], rows: [] };
}
}
const metricFilter = document.getElementById('metricFilter');
const table = document.getElementById('csvTable');
const tableHead = table.querySelector('thead');
const tableBody = table.querySelector('tbody');
const overlay = document.getElementById('overlay');
const modal = document.getElementById('modal');
const searchInput = document.getElementById('searchInput');
// Search functionality
searchInput.addEventListener('input', function () {
const filterText = this.value.trim().toLowerCase();
const rows = table.querySelectorAll('tbody tr');
rows.forEach(row => {
const benchmarkNameCell = row.cells[1]; // Assuming Benchmark Name is the second column
if (benchmarkNameCell) {
const name = benchmarkNameCell.textContent.trim().toLowerCase();
// Check if the current filter value from the dropdown is also applied
const currentMetricFilter = metricFilter.value;
const rowMetricType = row.dataset.metricType; // Get the original metric type
const matchesSearch = name.includes(filterText);
const matchesMetric = !currentMetricFilter || rowMetricType === currentMetricFilter;
row.style.display = (matchesSearch && matchesMetric) ? '' : 'none';
}
});
});
// Makes table columns resizable
function makeResizable() {
const thElements = document.querySelectorAll('th');
thElements.forEach(th => {
// Remove existing resizer to prevent duplicates on re-render
let existingResizer = th.querySelector('.resizer');
if (existingResizer) {
existingResizer.remove();
}
const resizer = document.createElement('div');
resizer.classList.add('resizer');
th.appendChild(resizer);
let startX;
let startWidth;
const initResize = (e) => {
startX = e.type === 'mousedown' ? e.pageX : e.touches[0].pageX;
startWidth = th.offsetWidth;
document.addEventListener('mousemove', resizeColumn);
document.addEventListener('mouseup', stopResize);
document.addEventListener('touchmove', resizeColumn, { passive: false });
document.addEventListener('touchend', stopResize);
};
const resizeColumn = (e) => {
const currentX = e.type === 'mousemove' ? e.pageX : e.touches[0].pageX;
const newWidth = startWidth + (currentX - startX);
th.style.width = `${newWidth}px`;
// Prevent text selection during resize
e.preventDefault();
};
const stopResize = () => {
document.removeEventListener('mousemove', resizeColumn);
document.removeEventListener('mouseup', stopResize);
document.removeEventListener('touchmove', resizeColumn);
document.removeEventListener('touchend', stopResize);
};
resizer.addEventListener('mousedown', initResize);
resizer.addEventListener('touchstart', initResize, { passive: false });
});
}
// Populates the filter dropdown with unique metric types
function populateFilterOptions(data, headerIndex) {
const uniqueMetricTypes = [...new Set(data.map(row => row[headerIndex]))].sort(); // Sort options alphabetically
metricFilter.innerHTML = '<option value="">All</option>'; // Reset and add "All" option
uniqueMetricTypes.forEach(type => {
if (type) { // Avoid adding empty strings as options
const option = document.createElement('option');
option.value = type;
option.textContent = type;
metricFilter.appendChild(option);
}
});
}
// Populates the table with data, applying filters and search
function populateTable(headers, rows, filterValue, headerIndex) {
tableHead.innerHTML = '';
tableBody.innerHTML = '';
const headerRow = document.createElement('tr');
headers.forEach(header => {
const th = document.createElement('th');
th.textContent = header;
th.classList.add('resizable');
headerRow.appendChild(th);
});
tableHead.appendChild(headerRow);
const searchFilterText = searchInput.value.trim().toLowerCase();
rows
.filter(row => {
const matchesMetric = !filterValue || row[headerIndex] === filterValue;
const benchmarkName = row[1] ? row[1].toLowerCase() : ''; // Assuming Benchmark Name is at index 1
const matchesSearch = benchmarkName.includes(searchFilterText);
return matchesMetric && matchesSearch;
})
.sort((a, b) => a[0].localeCompare(b[0])) // Sort by the first column (Evaluated task)
.forEach(row => {
const tr = document.createElement('tr');
tr.dataset.metricType = row[headerIndex]; // Store original metric type for search filtering
row.forEach((value, index) => {
const td = document.createElement('td');
const contentDiv = document.createElement('div'); // Create inner div for content
contentDiv.classList.add('cell-content'); // Add class for truncation styles
// Handle links for 'Paper' and 'HF or Git link' columns
if (headers[index] === 'Paper' && value) {
const link = document.createElement('a');
link.href = value;
link.textContent = 'Paper Link';
link.target = '_blank';
contentDiv.appendChild(link); // Append link to inner div
} else if (headers[index] === 'HF or Git link' && value) {
const link = document.createElement('a');
link.href = value;
link.textContent = 'Dataset Link';
link.target = '_blank';
contentDiv.appendChild(link); // Append link to inner div
} else {
contentDiv.textContent = value; // Set text content to inner div
}
td.appendChild(contentDiv); // Append inner div to td
// Add click listener to the td for modal display
td.title = 'Click to expand';
td.addEventListener('click', () => {
overlay.style.display = 'block';
modal.style.display = 'block';
modal.textContent = value; // Display full content in modal
});
tr.appendChild(td);
});
tableBody.appendChild(tr);
});
makeResizable(); // Re-apply resizable functionality after table population
}
// Close modal on overlay click
overlay.addEventListener('click', () => {
overlay.style.display = 'none';
modal.style.display = 'none';
});
// Filter change listener
metricFilter.addEventListener('change', () => {
const filterValue = metricFilter.value;
populateTable(parsedCSV.headers, parsedCSV.rows, filterValue, 0); // Re-populate table with new filter
});
let parsedCSV;
loadCSVFromHuggingFace('UlrickBL/benchmark_overview', 'benchmark_overview.csv', window.huggingface.variables.HF_TOKEN)
.then(({ headers, rows }) => {
parsedCSV = { headers, rows };
populateFilterOptions(rows, 0);
populateTable(headers, rows, '', 0);
})
.catch(error => {
console.error("Failed to load CSV data:", error);
// Display a user-friendly message if data loading fails
tableBody.innerHTML = '<tr><td colspan="7" style="text-align: center; color: #ff6b6b;">Failed to load data. Please check the dataset link or your internet connection.</td></tr>';
});
</script>
</body>
</html>
|