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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