Slot Filling on zsRE
57.29Coverage EMSearChain
Evaluation results
| Method | Links | |
|---|---|---|
| SearChainInformation Retrieval=true2023.04 | 57.29 | |
| Tree-of-Thought w/ IRInformation Retrieval=true2023.04 | 54.88 | |
| DSPInformation Retrieval=true2023.04 | 54.35 | |
| Verify-and-EditInformation Retrieval=true2023.04 | 53.95 | |
| React -> CoT-SCInformation Retrieval=true2023.04 | 53.27 | |
| Direct RetrievalInformation Retrieval=true2023.04 | 52.29 | |
| Plan-and-Solve w/ IRInformation Retrieval=true2023.04 | 52.15 | |
| ToolFormerInformation Retrieval=true2023.04 | 51.35 | |
| Self-AskInformation Retrieval=true2023.04 | 50.51 | |
| SearChain w/o CompletionInformation Retrieval=true, Completion=false2023.04 | 45.78 | |
| SearChain w/o VerificationInformation Retrieval=true, Verification=false2023.04 | 43.58 | |
| SearChain w/o IRInformation Retrieval=false2023.04 | 30.14 | |
| Plan-and-SolveInformation Retrieval=false2023.04 | 25.15 | |
| Recite-and-answerInformation Retrieval=false2023.04 | 24.98 | |
| COT-SCInformation Retrieval=false2023.04 | 24.74 | |
| Direct PromptingInformation Retrieval=false2023.04 | 22.75 | |
| CoTInformation Retrieval=false2023.04 | 22.36 | |
| Least-to-MostInformation Retrieval=false2023.04 | 21.86 | |
| Auto-CoTInformation Retrieval=false2023.04 | 21.3 | |
| Self-Ask w/o IRInformation Retrieval=false2023.04 | 20.16 |