GTA: Generating Long-Horizon Tasks for Web Agents at Scale

In three linesGTA is a framework for automatically generating complex web tasks with executable trajectories. It combines crawling, retrieval, in-context generation, and quality control across 50+ websites (e-commerce, government, forums, news). The benchmark reveals a significant performance gap between humans and AI agents.

Summary generated by Claude — human-verified