Semantic Parsing on GeoQuery (Len.)
74.3Exact Match AccuracyDPP
Evaluation results
| Method | Links | |
|---|---|---|
| DPPModel=Codex2022.12 | 74.3 | |
| Cover-LS (Oracle)Model=Codex, Oracle Status=true2022.12 | 74 | |
| Cover-UttModel=Codex2022.12 | 73.7 | |
| Cover-LSModel=Codex2022.12 | 72.7 | |
| Cover-LS (NoFT)2022.12 | 70 | |
| T5 Base + CSL-Aug (FT)Source=Qiu et al. 2022a2022.12 | 67.8 | |
| Top-K (NoFT)2022.12 | 65.8 | |
| Top-KModel=Codex2022.12 | 64.3 | |
| PaLM 540B (ICL)Source=Qiu et al. 2022b2022.12 | 57.9 | |
| Top-K (Oracle)Model=Codex, Oracle Status=true2022.12 | 55.7 | |
| PaLM 62B (FT)Source=Qiu et al. 2022b2022.12 | 44.2 | |
| T5 Base (FT)Source=Qiu et al. 2022a2022.12 | 41.8 | |
| T5 11B (Prompt Tuning)Source=Qiu et al. 2022b2022.12 | 41.5 | |
| T5 Base (FT)Source=Qiu et al. 2022b2022.12 | 40 | |
| T5 Large (fine tuned w/o prompts)2022.12 | 37.2 | |
| T5 (fine tuned w/o prompts)Model=T5-large2022.12 | 36 | |
| RandomModel=Codex2022.12 | 30.7 |