Metric: Accuracy (higher is better)
| # | Model↕ | Accuracy▼ | Extra Data | Paper | Date↕ | Code |
|---|---|---|---|---|---|---|
| 1 | Gopher-280B (few-shot, k=10) | 77.5 | No | Scaling Language Models: Methods, Analysis & Ins... | 2021-12-08 | Code |
| 2 | Gopher-280B (few-shot, k=15) | 77.5 | No | Scaling Language Models: Methods, Analysis & Ins... | 2021-12-08 | Code |
| 3 | Chinchilla-70B (few-shot, k=5) | 71.7 | No | Training Compute-Optimal Large Language Models | 2022-03-29 | Code |
| 4 | Gopher-280B (few-shot, k=5) | 69.1 | No | Scaling Language Models: Methods, Analysis & Ins... | 2021-12-08 | Code |
| 5 | Chinchilla-70B (few-shot, k=5) | 65.3 | No | Training Compute-Optimal Large Language Models | 2022-03-29 | Code |
| 6 | Gopher-280B (few-shot, k=5) | 61.7 | No | Scaling Language Models: Methods, Analysis & Ins... | 2021-12-08 | Code |