Structured synthetic trajectory generation from Gemini 3 Pro enables a 9B open-weight model to reach 41.5% on WebArena, outperforming Claude 3.5 Sonnet and GPT-4o while generalizing to unseen enterprise environments.
A3-SYNTHuses LLM-based judge evaluation with hints, enabling scalable evaluation without per-task programming
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Structured Distillation of Web Agent Capabilities Enables Generalization
Structured synthetic trajectory generation from Gemini 3 Pro enables a 9B open-weight model to reach 41.5% on WebArena, outperforming Claude 3.5 Sonnet and GPT-4o while generalizing to unseen enterprise environments.