Metric: Adjusted Rand Index (ARI) (higher is better)
| # | Model↕ | Adjusted Rand Index (ARI)▼ | Augmentations | Paper | Date↕ | Code |
|---|---|---|---|---|---|---|
| 1 | GPT-4 (3-shot) | 29.9 | Yes | GPT-4 Technical Report | 2023-03-15 | Code |
| 2 | GPT-4 (1-shot) | 29.7 | Yes | GPT-4 Technical Report | 2023-03-15 | Code |
| 3 | GPT-4 (5-shot) | 29.1 | Yes | GPT-4 Technical Report | 2023-03-15 | Code |
| 4 | GPT-4 (100-shot) | 28.5 | Yes | GPT-4 Technical Report | 2023-03-15 | Code |
| 5 | GPT-4 (0-shot) | 27.2 | Yes | GPT-4 Technical Report | 2023-03-15 | Code |
| 6 | GPT-3.5-turbo (5-shot) | 22 | Yes | GPT-4 Technical Report | 2023-03-15 | Code |
| 7 | GPT-3.5-turbo (3-shot) | 21.3 | Yes | GPT-4 Technical Report | 2023-03-15 | Code |
| 8 | GPT-3.5-turbo (10-shot) | 20.4 | Yes | GPT-4 Technical Report | 2023-03-15 | Code |
| 9 | GPT-3.5-turbo (0-shot) | 18.4 | Yes | GPT-4 Technical Report | 2023-03-15 | Code |
| 10 | GPT-3.5-turbo (1-shot) | 18.2 | Yes | GPT-4 Technical Report | 2023-03-15 | Code |