#Benchmarking and Evaluation

Articles (2)

• 🇺🇸 VerifyBench: Benchmarking Reference-based Reward Systems for Large Language Models — 19/02/2026 [USA]

  arXiv:2505.15801v4 Announce Type: replace-cross Abstract: Large reasoning models such as OpenAI o1 and DeepSeek-R1 have demonstrated remarkable performance in complex reasoning tasks. A critical comp...

  Related: #Large Language Models, #Reinforcement Learning, #Reference‑Based Reward Systems, #AI Alignment
• 🇺🇸 EduResearchBench: A Hierarchical Atomic Task Decomposition Benchmark for Full-Lifecycle Educational Research — 18/02/2026 [USA]

  arXiv:2602.15034v1 Announce Type: cross Abstract: While Large Language Models (LLMs) are reshaping the paradigm of AI for Social Science (AI4SS), rigorously evaluating their capabilities in scholarly...

  Related: #AI for Social Science (AI4SS), #Large Language Models (LLMs), #Hierarchical Task Decomposition, #Educational Research Methodology