AgentCompass: A Unified Evaluation Infrastructure
opencompass · hf · 2026-07-16
AgentCompass is a unified, open-source infrastructure designed to evaluate LLM agent capabilities.
Its core design decouples evaluation into three independent components:
- Benchmark: The evaluation metric
- Harness: The execution framework
- Environment: The runtime setting
This approach aims to reduce the fragmentation of current evaluation pipelines, improve reproducibility, and avoid redundant engineering. It also provides:
- A fault-tolerant asynchronous runtime
- Trajectory analysis tools to diagnose subtle failure modes like reward hacking
- Native support for 20+ benchmarks across 5 capability dimensions
The authors hope it serves as a scalable and reproducible evaluation foundation to drive future agent research.
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