-
Notifications
You must be signed in to change notification settings - Fork 0
Expand file tree
/
Copy pathresearch.html
More file actions
243 lines (234 loc) · 14.1 KB
/
research.html
File metadata and controls
243 lines (234 loc) · 14.1 KB
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
<!DOCTYPE html>
<html lang="en">
<head>
<meta charset="UTF-8">
<meta name="viewport" content="width=device-width, initial-scale=1.0">
<title>Research - SGIWorld</title>
<meta name="description" content="Research & Publications - SGIWorld">
<link rel="icon" type="image/svg+xml" href="favicon.svg">
<link rel="preconnect" href="https://fonts.googleapis.com">
<link rel="preconnect" href="https://fonts.gstatic.com" crossorigin>
<link href="https://fonts.googleapis.com/css2?family=Inter:wght@300;400;500;600;700;800&display=swap" rel="stylesheet">
<script src="https://cdn.tailwindcss.com"></script>
<script>
tailwind.config = {
darkMode: ['class', '[data-theme="dark"]'],
theme: {
extend: {
fontFamily: { sans: ['Inter', 'system-ui', 'sans-serif'] },
colors: { sfe: '#10b981', sgi: '#6366f1', claw: '#f59e0b', seevo: '#06b6d4', mark: '#ec4899' }
}
}
}
</script>
<link rel="stylesheet" href="https://cdnjs.cloudflare.com/ajax/libs/font-awesome/6.5.1/css/all.min.css">
<link rel="stylesheet" href="css/style.css">
</head>
<body class="font-sans antialiased">
<!-- Navigation -->
<nav id="navbar" class="fixed top-0 left-0 right-0 z-50 transition-all duration-300 scrolled">
<div class="max-w-7xl mx-auto px-4 sm:px-6 lg:px-8">
<div class="flex items-center justify-between h-16">
<a href="index.html" class="flex items-center space-x-2">
<img src="favicon.svg" alt="SGIWorld" class="w-8 h-8">
<span class="text-xl font-bold">SGI<span class="text-seevo">World</span></span>
</a>
<div class="hidden md:flex items-center space-x-8">
<a href="index.html" class="nav-link">Home</a>
<a href="probe.html" class="nav-link">Probe</a>
<a href="benchmarks.html" class="nav-link">Benchmarks</a>
<a href="seevomap.html" class="nav-link">Environment</a>
<a href="markscientist.html" class="nav-link">Coach</a>
<a href="research.html" class="nav-link active">Research</a>
<a href="news.html" class="nav-link">News</a>
<a href="contact.html" class="nav-link">Contact</a>
</div>
<div class="flex items-center space-x-4">
<button id="theme-toggle" class="p-2 rounded-lg hover:bg-gray-200 dark:hover:bg-gray-700 transition-colors">
<i class="fas fa-moon text-lg theme-icon-dark hidden"></i>
<i class="fas fa-sun text-lg theme-icon-light hidden"></i>
</button>
<a href="https://github.com/InternScience" target="_blank" class="p-2 rounded-lg hover:bg-gray-200 dark:hover:bg-gray-700 transition-colors">
<i class="fab fa-github text-lg"></i>
</a>
<button id="mobile-menu-btn" class="md:hidden p-2 rounded-lg hover:bg-gray-200 dark:hover:bg-gray-700 transition-colors">
<i class="fas fa-bars text-lg"></i>
</button>
</div>
</div>
</div>
<div id="mobile-menu" class="hidden md:hidden glass-bg">
<div class="px-4 py-4 space-y-2">
<a href="index.html" class="block px-4 py-2 rounded-lg hover:bg-gray-200 dark:hover:bg-gray-700">Home</a>
<a href="probe.html" class="block px-4 py-2 rounded-lg hover:bg-gray-200 dark:hover:bg-gray-700">Probe</a>
<a href="benchmarks.html" class="block px-4 py-2 rounded-lg hover:bg-gray-200 dark:hover:bg-gray-700">Benchmarks</a>
<a href="seevomap.html" class="block px-4 py-2 rounded-lg hover:bg-gray-200 dark:hover:bg-gray-700">Environment</a>
<a href="markscientist.html" class="block px-4 py-2 rounded-lg hover:bg-gray-200 dark:hover:bg-gray-700">Coach</a>
<a href="research.html" class="block px-4 py-2 rounded-lg bg-gray-200 dark:bg-gray-700">Research</a>
<a href="news.html" class="block px-4 py-2 rounded-lg hover:bg-gray-200 dark:hover:bg-gray-700">News</a>
<a href="contact.html" class="block px-4 py-2 rounded-lg hover:bg-gray-200 dark:hover:bg-gray-700">Contact</a>
</div>
</div>
</nav>
<!-- Page Header -->
<section class="pt-32 pb-16 relative overflow-hidden">
<div class="dot-grid absolute inset-0"></div>
<div class="absolute inset-0 bg-gradient-to-br from-blue-500/5 via-transparent to-purple-500/5"></div>
<div class="max-w-7xl mx-auto px-4 sm:px-6 lg:px-8 relative z-10">
<div class="text-center animate-fade-in-up">
<h1 class="text-4xl sm:text-5xl font-bold mb-4">
<span class="gradient-text">Research & Projects</span>
</h1>
<p class="text-lg text-muted max-w-2xl mx-auto">
Academic foundations and open-source projects of the SGIWorld evaluation ecosystem
</p>
</div>
</div>
</section>
<!-- Research Papers Section -->
<section class="py-12">
<div class="max-w-7xl mx-auto px-4 sm:px-6 lg:px-8">
<div class="flex items-center gap-3 mb-8">
<div class="w-10 h-10 rounded-lg bg-sgi/10 flex items-center justify-center">
<i class="fas fa-file-alt text-sgi"></i>
</div>
<h2 class="text-2xl font-bold">Research Papers</h2>
</div>
<div class="grid grid-cols-1 lg:grid-cols-3 gap-6">
<!-- SGI-Bench Paper -->
<a href="research/sgi-bench.html" class="research-card animate-on-scroll group" style="--delay: 0.1s">
<div class="research-card-header">
<div class="flex items-center justify-between mb-3">
<span class="px-2 py-1 rounded-full bg-sgi/10 text-sgi text-xs font-medium">arXiv:2512.16969</span>
<i class="fas fa-arrow-right text-sgi opacity-0 group-hover:opacity-100 transition-opacity"></i>
</div>
<h3 class="text-lg font-bold mb-2 group-hover:text-sgi transition-colors">SGI-Bench</h3>
<p class="text-sm text-muted mb-4">
Probing Scientific General Intelligence of LLMs with Scientist-Aligned Workflows. 1000+ expert-curated tasks based on Science's 125 Big Questions.
</p>
</div>
<div class="research-card-footer">
<div class="flex flex-wrap gap-2">
<span class="research-tag">Scientific Reasoning</span>
<span class="research-tag">PIM Framework</span>
</div>
</div>
</a>
<!-- SFE Paper -->
<a href="research/sfe.html" class="research-card animate-on-scroll group" style="--delay: 0.2s">
<div class="research-card-header">
<div class="flex items-center justify-between mb-3">
<span class="px-2 py-1 rounded-full bg-sfe/10 text-sfe text-xs font-medium">arXiv:2506.10521</span>
<i class="fas fa-arrow-right text-sfe opacity-0 group-hover:opacity-100 transition-opacity"></i>
</div>
<h3 class="text-lg font-bold mb-2 group-hover:text-sfe transition-colors">SFE</h3>
<p class="text-sm text-muted mb-4">
Scientists' First Exam: Probing Cognitive Abilities of MLLM via Perception, Understanding, and Reasoning. 830 expert-verified VQA pairs.
</p>
</div>
<div class="research-card-footer">
<div class="flex flex-wrap gap-2">
<span class="research-tag">Multimodal</span>
<span class="research-tag">Cognitive Assessment</span>
</div>
</div>
</a>
<!-- SciEvalKit Paper -->
<a href="research/scievalkit.html" class="research-card animate-on-scroll group" style="--delay: 0.3s">
<div class="research-card-header">
<div class="flex items-center justify-between mb-3">
<span class="px-2 py-1 rounded-full bg-blue-500/10 text-blue-500 text-xs font-medium">arXiv:2512.22334</span>
<i class="fas fa-arrow-right text-blue-500 opacity-0 group-hover:opacity-100 transition-opacity"></i>
</div>
<h3 class="text-lg font-bold mb-2 group-hover:text-blue-500 transition-colors">SciEvalKit</h3>
<p class="text-sm text-muted mb-4">
An Open-source Evaluation Toolkit for Scientific General Intelligence. Unified benchmarking across 6 scientific domains.
</p>
</div>
<div class="research-card-footer">
<div class="flex flex-wrap gap-2">
<span class="research-tag">Toolkit</span>
<span class="research-tag">Open Source</span>
</div>
</div>
</a>
</div>
</div>
</section>
<!-- Projects Section -->
<section class="py-12 bg-alt">
<div class="max-w-7xl mx-auto px-4 sm:px-6 lg:px-8">
<div class="flex items-center gap-3 mb-8">
<div class="w-10 h-10 rounded-lg bg-claw/10 flex items-center justify-center">
<i class="fas fa-rocket text-claw"></i>
</div>
<h2 class="text-2xl font-bold">Projects</h2>
</div>
<div class="grid grid-cols-1 lg:grid-cols-2 gap-6">
<!-- ResearchClawBench Project -->
<a href="research/researchclawbench.html" class="research-card animate-on-scroll group" style="--delay: 0.1s">
<div class="research-card-header">
<div class="flex items-center justify-between mb-3">
<div class="w-10 h-10 rounded-lg bg-claw/10 flex items-center justify-center">
<i class="fas fa-flask-vial text-claw"></i>
</div>
<i class="fas fa-arrow-right text-claw opacity-0 group-hover:opacity-100 transition-opacity"></i>
</div>
<h3 class="text-lg font-bold mb-2 group-hover:text-claw transition-colors">ResearchClawBench</h3>
<p class="text-sm text-muted mb-4">
End-to-End Auto-Research Benchmark. Evaluating AI agents for automated research from Re-Discovery to New-Discovery with interactive task browser and leaderboard.
</p>
</div>
<div class="research-card-footer">
<div class="flex flex-wrap gap-2">
<span class="research-tag">Auto-Research</span>
<span class="research-tag">Agent Evaluation</span>
<span class="research-tag">Leaderboard</span>
</div>
</div>
</a>
<!-- Seevomap Project -->
<a href="research/seevomap.html" class="research-card animate-on-scroll group" style="--delay: 0.2s">
<div class="research-card-header">
<div class="flex items-center justify-between mb-3">
<div class="w-10 h-10 rounded-lg bg-seevo/10 flex items-center justify-center">
<i class="fas fa-project-diagram text-seevo"></i>
</div>
<i class="fas fa-arrow-right text-seevo opacity-0 group-hover:opacity-100 transition-opacity"></i>
</div>
<h3 class="text-lg font-bold mb-2 group-hover:text-seevo transition-colors">Seevomap</h3>
<p class="text-sm text-muted mb-4">
Dynamic AI Research Knowledge Graph. Interactive visualization and cross-benchmark analysis for tracking AI capabilities across scientific domains.
</p>
</div>
<div class="research-card-footer">
<div class="flex flex-wrap gap-2">
<span class="research-tag">Knowledge Graph</span>
<span class="research-tag">Visualization</span>
<span class="research-tag">Dynamic Tracking</span>
</div>
</div>
</a>
</div>
</div>
</section>
<!-- Footer -->
<footer class="py-12 bg-alt border-t border-gray-200 dark:border-gray-800">
<div class="max-w-7xl mx-auto px-4 sm:px-6 lg:px-8">
<div class="flex flex-col md:flex-row items-center justify-between gap-4">
<div class="flex items-center gap-2">
<img src="favicon.svg" alt="SGIWorld" class="w-6 h-6">
<span class="font-semibold">SGI<span class="text-seevo">World</span></span>
</div>
<p class="text-sm text-muted">© 2024-2026 SGIWorld. All rights reserved.</p>
<div class="flex items-center gap-4">
<a href="https://github.com/InternScience" target="_blank" class="text-muted hover:text-primary transition-colors">
<i class="fab fa-github text-lg"></i>
</a>
</div>
</div>
</div>
</footer>
<script src="js/main.js"></script>
</body>
</html>