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Web-based task completion on MiniWoB++ No feedback 44 tasks

95.66Success RateCC-Net
53.030464.097775.16586.2323May 26, 2023

Evaluation results

MethodLinks
CC-NetLearning approach=Training-Based2023.0595.66
AdaPlannerLearning approach=Explicit Closed-Loop, Plan=Plan Refinement, Backend=GPT-3.5 (text-davinci-003), Number of demonstrations=592023.0593.22
RCILearning approach=Implicit Closed-Loop, Plan=Fixed, Backend=GPT-3.5 (text-davinci-003)2023.0592.68
WGELearning approach=Training-Based2023.0587.93
WebN-T5-3BLearning approach=Finetuning-Based2023.0554.67