Metric: Accuracy (higher is better)
| # | Model↕ | Accuracy▼ | Extra Data | Paper | Date↕ | Code |
|---|---|---|---|---|---|---|
| 1 | Chinchilla-70B (few-shot, k=5) | 78 | No | Training Compute-Optimal Large Language Models | 2022-03-29 | Code |
| 2 | Chinchilla-70B (few-shot, k=5) | 75 | No | Training Compute-Optimal Large Language Models | 2022-03-29 | Code |
| 3 | Gopher-280B (few-shot, k=5) | 71.6 | No | Scaling Language Models: Methods, Analysis & Ins... | 2021-12-08 | Code |
| 4 | Gopher-280B (few-shot, k=5) | 62 | No | Scaling Language Models: Methods, Analysis & Ins... | 2021-12-08 | Code |
| 5 | Gopher-280B (few-shot, k=5) | 61.4 | No | Scaling Language Models: Methods, Analysis & Ins... | 2021-12-08 | Code |
| 6 | Chinchilla-70B (few-shot, k=5) | 52.6 | No | Training Compute-Optimal Large Language Models | 2022-03-29 | Code |
| 7 | Gopher-280B (few-shot, k=5) | 41.4 | No | Scaling Language Models: Methods, Analysis & Ins... | 2021-12-08 | Code |