Named Entity Recognition on NER organization
75AccuracyLTV
Evaluation results
| Method | Links | |
|---|---|---|
| LTVPrompt=5-shot2025.02 | 75 | |
| + LTVprompt=few-shot2025.02 | 75 | |
| LTVPrompt=Zero-shot2025.02 | 64.1 | |
| + LTVprompt=zero-shot2025.02 | 64.1 | |
| ICVPrompt=5-shot2025.02 | 54.1 | |
| + FVprompt=few-shot2025.02 | 54.1 | |
| SVPrompt=5-shot2025.02 | 53.5 | |
| + ICVprompt=few-shot2025.02 | 53.5 | |
| ICVPrompt=Zero-shot2025.02 | 52.5 | |
| + FVprompt=zero-shot2025.02 | 52.5 | |
| TVPrompt=5-shot2025.02 | 51.1 | |
| + SVprompt=few-shot2025.02 | 51.1 | |
| FVPrompt=5-shot2025.02 | 50.8 | |
| Transformerprompt=few-shot2025.02 | 50.8 | |
| FVPrompt=Zero-shot2025.02 | 48.8 | |
| Transformerprompt=zero-shot2025.02 | 48.8 | |
| TVPrompt=Zero-shot2025.02 | 46.6 | |
| + SVprompt=zero-shot2025.02 | 46.6 | |
| SVPrompt=Zero-shot2025.02 | 46.1 | |
| + ICVprompt=zero-shot2025.02 | 46.1 | |
| TransformerPrompt=Zero-shot2025.02 | 21.9 | |
| LoRAPrompt=Zero-shot2025.02 | 21.9 | |
| Standard Promptingprompt=zero-shot2025.02 | 21.9 | |
| LoRAPrompt=5-shot2025.02 | 19.2 | |
| TransformerPrompt=5-shot2025.02 | 16.8 | |
| Standard Promptingprompt=few-shot2025.02 | 16.8 |