Web-based task completion on MiniWoB++ No feedback 44 tasks
95.66Success RateCC-Net
Evaluation Results
| Method | Links | |
|---|---|---|
| CC-NetLearning approach=Training-Based2023.05 | 95.66 | |
| AdaPlannerLearning approach=Explicit Closed-Loop, Plan=Plan Refinement, Backend=GPT-3.5 (text-davinci-003), Number of demonstrations=592023.05 | 93.22 | |
| RCILearning approach=Implicit Closed-Loop, Plan=Fixed, Backend=GPT-3.5 (text-davinci-003)2023.05 | 92.68 | |
| WGELearning approach=Training-Based2023.05 | 87.93 | |
| WebN-T5-3BLearning approach=Finetuning-Based2023.05 | 54.67 |