Web-based task completion on MiniWoB++ With feedback 9 tasks
91.11Success RateAdaPlanner
Evaluation results
| Method | Links | |
|---|---|---|
| AdaPlannerLearning approach=Explicit Closed-Loop, Plan=Plan Refinement, Backend=GPT-3.5 (text-davinci-003), Number of demonstrations=592023.05 | 91.11 | |
| CC-NetLearning approach=Training-Based2023.05 | 87 | |
| RCILearning approach=Implicit Closed-Loop, Plan=Fixed, Backend=GPT-3.5 (text-davinci-003)2023.05 | 81.56 | |
| WGELearning approach=Training-Based2023.05 | 67.6 | |
| WebN-T5-3BLearning approach=Finetuning-Based2023.05 | 38.5 |