ScarfBench: Benchmarking AI Agents for Enterprise Java Framework Migration

ScarfBench is a benchmarking framework designed to evaluate AI agents' capabilities in migrating enterprise Java applications to modern frameworks. The benchmark likely assesses how well AI systems can handle code transformation, dependency management, and API compatibility challenges involved in updating legacy Java codebases. This work from IBM Research addresses the need for standardized evaluation metrics when using AI for large-scale enterprise software modernization tasks.

Source: Hugging Face | 2026-06-30