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Collections including paper arxiv:2512.16969

Probing Scientific General Intelligence of LLMs with Scientist-Aligned Workflows

Running

7

SGI-Bench Leaderboard

🥇

7

Scientific General Intelligence of LLMs/vLLMs
Probing Scientific General Intelligence of LLMs with Scientist-Aligned Workflows

Paper • 2512.16969 • Published 10 days ago • 105
InternScience/SGI-DeepResearch

Viewer • Updated 4 days ago • 318 • 419 • 3
InternScience/SGI-IdeaGeneration

Viewer • Updated 4 days ago • 315 • 438 • 2

Agentic Learner with Grow-and-Refine Multimodal Semantic Memory

Paper • 2511.21678 • Published Nov 26 • 11
QuCo-RAG: Quantifying Uncertainty from the Pre-training Corpus for Dynamic Retrieval-Augmented Generation

Paper • 2512.19134 • Published 6 days ago • 31
Probing Scientific General Intelligence of LLMs with Scientist-Aligned Workflows

Paper • 2512.16969 • Published 10 days ago • 105
CASA: Cross-Attention via Self-Attention for Efficient Vision-Language Fusion

Paper • 2512.19535 • Published 6 days ago • 9

about 21 hours ago

lusxvr/nanoVLM-222M

Image-Text-to-Text • 0.2B • Updated May 8 • 456 • 98
Search-R1: Training LLMs to Reason and Leverage Search Engines with Reinforcement Learning

Paper • 2503.09516 • Published Mar 12 • 36
AlphaOne: Reasoning Models Thinking Slow and Fast at Test Time

Paper • 2505.24863 • Published May 30 • 97
QwenLong-L1: Towards Long-Context Large Reasoning Models with Reinforcement Learning

Paper • 2505.17667 • Published May 23 • 88

SemanticGen: Video Generation in Semantic Space

Paper • 2512.20619 • Published 5 days ago • 87
QuantiPhy: A Quantitative Benchmark Evaluating Physical Reasoning Abilities of Vision-Language Models

Paper • 2512.19526 • Published 6 days ago • 10
MatSpray: Fusing 2D Material World Knowledge on 3D Geometry

Paper • 2512.18314 • Published 8 days ago • 7
Physics of Language Models: Part 4.1, Architecture Design and the Magic of Canon Layers

Paper • 2512.17351 • Published 9 days ago • 22

Chain-of-Agents: End-to-End Agent Foundation Models via Multi-Agent Distillation and Agentic RL

Paper • 2508.13167 • Published Aug 6 • 129
The Landscape of Agentic Reinforcement Learning for LLMs: A Survey

Paper • 2509.02547 • Published Sep 2 • 227
PRewrite: Prompt Rewriting with Reinforcement Learning

Paper • 2401.08189 • Published Jan 16, 2024
UI-S1: Advancing GUI Automation via Semi-online Reinforcement Learning

Paper • 2509.11543 • Published Sep 15 • 47

Probing Scientific General Intelligence of LLMs with Scientist-Aligned Workflows

Running

7

SGI-Bench Leaderboard

🥇

7

Scientific General Intelligence of LLMs/vLLMs
Probing Scientific General Intelligence of LLMs with Scientist-Aligned Workflows

Paper • 2512.16969 • Published 10 days ago • 105
InternScience/SGI-DeepResearch

Viewer • Updated 4 days ago • 318 • 419 • 3
InternScience/SGI-IdeaGeneration

Viewer • Updated 4 days ago • 315 • 438 • 2

SemanticGen: Video Generation in Semantic Space

Paper • 2512.20619 • Published 5 days ago • 87
QuantiPhy: A Quantitative Benchmark Evaluating Physical Reasoning Abilities of Vision-Language Models

Paper • 2512.19526 • Published 6 days ago • 10
MatSpray: Fusing 2D Material World Knowledge on 3D Geometry

Paper • 2512.18314 • Published 8 days ago • 7
Physics of Language Models: Part 4.1, Architecture Design and the Magic of Canon Layers

Paper • 2512.17351 • Published 9 days ago • 22

Agentic Learner with Grow-and-Refine Multimodal Semantic Memory

Paper • 2511.21678 • Published Nov 26 • 11
QuCo-RAG: Quantifying Uncertainty from the Pre-training Corpus for Dynamic Retrieval-Augmented Generation

Paper • 2512.19134 • Published 6 days ago • 31
Probing Scientific General Intelligence of LLMs with Scientist-Aligned Workflows

Paper • 2512.16969 • Published 10 days ago • 105
CASA: Cross-Attention via Self-Attention for Efficient Vision-Language Fusion

Paper • 2512.19535 • Published 6 days ago • 9

Chain-of-Agents: End-to-End Agent Foundation Models via Multi-Agent Distillation and Agentic RL

Paper • 2508.13167 • Published Aug 6 • 129
The Landscape of Agentic Reinforcement Learning for LLMs: A Survey

Paper • 2509.02547 • Published Sep 2 • 227
PRewrite: Prompt Rewriting with Reinforcement Learning

Paper • 2401.08189 • Published Jan 16, 2024
UI-S1: Advancing GUI Automation via Semi-online Reinforcement Learning

Paper • 2509.11543 • Published Sep 15 • 47

about 21 hours ago

lusxvr/nanoVLM-222M

Image-Text-to-Text • 0.2B • Updated May 8 • 456 • 98
Search-R1: Training LLMs to Reason and Leverage Search Engines with Reinforcement Learning

Paper • 2503.09516 • Published Mar 12 • 36
AlphaOne: Reasoning Models Thinking Slow and Fast at Test Time

Paper • 2505.24863 • Published May 30 • 97
QwenLong-L1: Towards Long-Context Large Reasoning Models with Reinforcement Learning

Paper • 2505.17667 • Published May 23 • 88

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