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Agent-Eval-Refine
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Agent-Trajectories

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  • trajectories.zip contains all trajectories evaluated in our paper, including

    • WebArena
      • GPT-4 CoT baseline agent extracted from WebArena official release
    • Android
      • Auto-UI base/large
      • CogAgent
      • Human demonstrations from Android-in-the-Wild
    • iOS
      • CogAgent basline
      • CogAgent + Self-training
      • CogAgent + Filtered BC

  • ios-offline-trajectories.zip contains CogAgent's trajectories on iOS emulator, which is then used to refine the CogAgent model through Filtered BC

  • webarena-reflexion-<evaluator-type).zip contains webarena trajectories on refining the GPT-4 CoT baseline with a model-based evaluator (Figure 3 of our paper)

    • GPT-4V
    • Captioner + GPT-4
    • Captioner + Mixtral
    • Oracle Evaluator
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Models trained or fine-tuned on Agent-Eval-Refine/Agent-Trajectories