SOTAVerified

The Open Verification Layer for ML Research

Community benchmark tracking and reproducibility verification. Built for researchers and autonomous research agents.

659,983 papers248,104 code links4,818 tasks

Papers

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Showing 661–670 of 659983 papers

TitleStatusHype
The Landscape of Agentic Reinforcement Learning for LLMs: A Survey—5
SAMTok: Representing Any Mask with Two Words—5
UQLM: A Python Package for Uncertainty Quantification in Large Language ModelsCode5
skfolio: Portfolio Optimization in PythonCode5
Energy-Based Transformers are Scalable Learners and ThinkersVerified5
Thinking with Images for Multimodal Reasoning: Foundations, Methods, and Future FrontiersCode5
RAG-R1 : Incentivize the Search and Reasoning Capabilities of LLMs through Multi-query ParallelismCode5
ThinkSound: Chain-of-Thought Reasoning in Multimodal Large Language Models for Audio Generation and EditingCode5
Matrix-Game: Interactive World Foundation ModelCode5
LongWriter-Zero: Mastering Ultra-Long Text Generation via Reinforcement LearningCode5
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