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1. WooooDyy/LLM-Agent-Paper-List WooooDyy/LLM-Agent-Paper-List Public

   The paper list of the 86-page SCIS cover paper "The Rise and Potential of Large Language Model Based Agents: A Survey" by Zhiheng Xi et al.

   8.2k 503

2. Tencent-Hunyuan/CL-bench Tencent-Hunyuan/CL-bench Public

   CL-bench: A Benchmark for Context Learning

   Python 584 27

3. ByteDance-Seed/EvaLearn ByteDance-Seed/EvaLearn Public

   EvaLearn is a pioneering benchmark designed to evaluate large language models (LLMs) on their learning capability and efficiency in challenging tasks.

   Python 431 12

4. january-blue/OpenNovelty january-blue/OpenNovelty Public

   Python 142 3

5. llmeval/LLMEval-1 llmeval/LLMEval-1 Public

   [AAAI 2024] LLMEval Phase I dataset — 17 categories, 453 questions, 2186 annotators for Chinese LLM evaluation

   114 2

6. llmeval/LLMEval-Fair llmeval/LLMEval-Fair Public

   [ACL 2026] A large-scale longitudinal study on robust and fair evaluation of LLMs — 200K+ generative questions across 13 disciplines

   41 1