Survey on Evaluation of LLM-based Agents
Paper
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2503.16416
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Published
•
95
Agents
All about agents including models, datasets, evals
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Qwen2.5-Omni Technical Report
Paper • 2503.20215 • Published • 166 -
Advances and Challenges in Foundation Agents: From Brain-Inspired Intelligence to Evolutionary, Collaborative, and Safe Systems
Paper • 2504.01990 • Published • 300 -
LlamaFactory: Unified Efficient Fine-Tuning of 100+ Language Models
Paper • 2403.13372 • Published • 159 -
Does Reinforcement Learning Really Incentivize Reasoning Capacity in LLMs Beyond the Base Model?
Paper • 2504.13837 • Published • 135 -
Mem0: Building Production-Ready AI Agents with Scalable Long-Term Memory
Paper • 2504.19413 • Published • 20 -
The Illusion of Thinking: Understanding the Strengths and Limitations of Reasoning Models via the Lens of Problem Complexity
Paper • 2506.06941 • Published • 15 -
Small Language Models are the Future of Agentic AI
Paper • 2506.02153 • Published • 21 -
MLE-STAR: Machine Learning Engineering Agent via Search and Targeted Refinement
Paper • 2506.15692 • Published • 2 -
τ-bench: A Benchmark for Tool-Agent-User Interaction in Real-World Domains
Paper • 2406.12045 • Published • 9