Evaluating Gemini in an arena for learning
LearnLM Team, null, Modi, Abhinit, Veerubhotla, Aditya Srikanth, Rysbek, Aliya, Huber, Andrea, Anand, Ankit, Bhoopchand, Avishkar, Wiltshire, Brett, Gillick, Daniel, Kasenberg, Daniel, Sgouritsa, Eleni, Elidan, Gal, Liu, Hengrui, Winnemoeller, Holger, Jurenka, Irina, Cohan, James, She, Jennifer, Wilkowski, Julia, Alarakyia, Kaiz, McKee, Kevin R., Singh, Komal, Wang, Lisa, Kunesch, Markus, Pîslar, Miruna, Efron, Niv, Mahmoudieh, Parsa, Kamienny, Pierre-Alexandre, Wiltberger, Sara, Mohamed, Shakir, Agarwal, Shashank, Phal, Shubham Milind, Lee, Sun Jae, Strinopoulos, Theofilos, Ko, Wei-Jen, Gold-Zamir, Yael, Haramaty, Yael, Assael, Yannis
–arXiv.org Artificial Intelligence
Artificial intelligence (AI) is poised to transform education, but the research community lacks a robust, general benchmark to evaluate AI models for learning. To assess state-of-the-art support for educational use cases, we ran an "arena for learning" where educators and pedagogy experts conduct blind, head-to-head, multi-turn comparisons of leading AI models. In particular, $N = 189$ educators drew from their experience to role-play realistic learning use cases, interacting with two models sequentially, after which $N = 206$ experts judged which model better supported the user's learning goals. The arena evaluated a slate of state-of-the-art models: Gemini 2.5 Pro, Claude 3.7 Sonnet, GPT-4o, and OpenAI o3. Excluding ties, experts preferred Gemini 2.5 Pro in 73.2% of these match-ups -- ranking it first overall in the arena. Gemini 2.5 Pro also demonstrated markedly higher performance across key principles of good pedagogy. Altogether, these results position Gemini 2.5 Pro as a leading model for learning.
arXiv.org Artificial Intelligence
Jun-2-2025
- Country:
- Africa
- Europe > United Kingdom
- England > Cambridgeshire > Cambridge (0.04)
- North America > United States (0.14)
- Genre:
- Research Report (1.00)
- Industry:
- Education
- Educational Setting (0.93)
- Educational Technology > Educational Software (0.46)
- Government (0.68)
- Education
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