via “real-environment gui interaction evaluation”
Real OS benchmark for multimodal computer agents.
Unique: Executes tasks on actual operating systems (Ubuntu, Windows, macOS) with custom per-task evaluation scripts rather than simulated environments or synthetic UI frameworks. Grounds agent evaluation in real application behavior, file I/O, and OS-level state changes, capturing the complexity of multi-app workflows and GUI grounding that synthetic benchmarks cannot replicate.
vs others: More realistic than simulated GUI benchmarks (e.g., WebShop, MiniWoB) because it tests against actual OS behavior and real applications, but requires significantly more computational infrastructure than synthetic alternatives, making it less accessible for individual researchers.