Named Entity Recognition on NER location
57.4AccuracyLTV
Evaluation results
| Method | Links | |
|---|---|---|
| LTVPrompt=5-shot2025.02 | 57.4 | |
| + LTVprompt=few-shot2025.02 | 57.4 | |
| ICVPrompt=5-shot2025.02 | 47.4 | |
| + FVprompt=few-shot2025.02 | 47.4 | |
| SVPrompt=5-shot2025.02 | 43.5 | |
| + ICVprompt=few-shot2025.02 | 43.5 | |
| FVPrompt=5-shot2025.02 | 43.4 | |
| Transformerprompt=few-shot2025.02 | 43.4 | |
| TVPrompt=5-shot2025.02 | 41.9 | |
| + SVprompt=few-shot2025.02 | 41.9 | |
| FVPrompt=Zero-shot2025.02 | 37.9 | |
| Transformerprompt=zero-shot2025.02 | 37.9 | |
| SVPrompt=Zero-shot2025.02 | 34.6 | |
| + ICVprompt=zero-shot2025.02 | 34.6 | |
| LoRAPrompt=5-shot2025.02 | 29.5 | |
| LTVPrompt=Zero-shot2025.02 | 27.3 | |
| + LTVprompt=zero-shot2025.02 | 27.3 | |
| TVPrompt=Zero-shot2025.02 | 27.2 | |
| + SVprompt=zero-shot2025.02 | 27.2 | |
| ICVPrompt=Zero-shot2025.02 | 26.4 | |
| + FVprompt=zero-shot2025.02 | 26.4 | |
| TransformerPrompt=5-shot2025.02 | 23.4 | |
| Standard Promptingprompt=few-shot2025.02 | 23.4 | |
| TransformerPrompt=Zero-shot2025.02 | 6.6 | |
| Standard Promptingprompt=zero-shot2025.02 | 6.6 | |
| LoRAPrompt=Zero-shot2025.02 | 6.5 |