VerifierBench: Benchmarking the Generation of Executable Verifiers for LLM Agents.

arXiv:2610.28679v1 Announce Type: cross Abstract: Agents need reliable ways to validate their outputs, both when completing tasks and when filtering synthetic training data. We study verifier generation: from the instruction and environment available for solvi