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Web-based task completion on MiniWoB++ 53 tasks (All)

94Success RateCC-Net
50.3261.667384.34May 26, 2023

Evaluation results

MethodLinks
CC-NetLearning approach=Training-Based2023.0594
AdaPlannerLearning approach=Explicit Closed-Loop, Plan=Plan Refinement, Backend=GPT-3.5 (text-davinci-003), Number of demonstrations=592023.0592.87
RCILearning approach=Implicit Closed-Loop, Plan=Fixed, Backend=GPT-3.5 (text-davinci-003)2023.0591
WGELearning approach=Training-Based2023.0586
WebN-T5-3BLearning approach=Finetuning-Based2023.0552