Metric: Accuracy (higher is better)
| # | Model↕ | Accuracy▼ | Extra Data | Paper | Date↕ | Code |
|---|---|---|---|---|---|---|
| 1 | Neo-6B (QA + WS) | 87.8 | No | Ask Me Anything: A simple strategy for prompting... | 2022-10-05 | Code |
| 2 | GPT-3 175B (Few-Shot) | 87.7 | No | Language Models are Few-Shot Learners | 2020-05-28 | Code |
| 3 | PaLM 2-L (one-shot) | 87.4 | No | PaLM 2 Technical Report | 2023-05-17 | Code |
| 4 | PaLM 2-M (one-shot) | 86.7 | No | PaLM 2 Technical Report | 2023-05-17 | Code |
| 5 | PaLM 2-S (one-shot) | 85.6 | No | PaLM 2 Technical Report | 2023-05-17 | Code |
| 6 | Neo-6B (QA) | 76.3 | No | Ask Me Anything: A simple strategy for prompting... | 2022-10-05 | Code |
| 7 | Neo-6B (few-shot) | 51 | No | Ask Me Anything: A simple strategy for prompting... | 2022-10-05 | Code |