ScarfBench: Benchmarking AI Agents for Enterprise Java Framework Migration
What changed
Recent advances in coding agents have sparked excitement around AI-assisted modernization. But an important question remains: Can AI agents reliably modernize real-world enterprise applications? To address this gap, we introduce ScarfBench (Self-Contained Application Refactoring Benchmark), an open benchmark for evaluating AI agents on cross-framework migration tasks in Enterprise Java.
Why it matters
A concrete addition to Practical AI: Tools, Models & Frameworks: it changes what's available to builders today rather than being general commentary.
How it compares
Related prior coverage to compare against:
- Benchmarking Text Generation Inference
- A New Framework for Evaluating Voice Agents (EVA)
- Introducing the FFASR Leaderboard: Benchmarking ASR in the Real World
Sources
- ScarfBench: Benchmarking AI Agents for Enterprise Java Framework Migration (huggingface-blog)primary