According to Setlur et al. (2025), the performance gap between Verifier-Based and Verifier-Free methods widens as test-time compute and training data increase, with Verifier-Based methods achieving superior asymptotic performance.

Authors

• Person: Not available Organization: arXiv
  A Survey on the Theory and Mechanism of Large Language Models

Sources

• A Survey on the Theory and Mechanism of Large Language Models arxiv.org arXiv via serper

Referenced by nodes (1)

• training data concept