Named Entity Recognition on NER person
0.793AccuracyLTV
Evaluation results
| Method | Links | |
|---|---|---|
| LTVPrompt=5-shot2025.02 | 0.793 | |
| + LTVprompt=few-shot2025.02 | 0.793 | |
| ICVPrompt=5-shot2025.02 | 0.659 | |
| + FVprompt=few-shot2025.02 | 0.659 | |
| TVPrompt=5-shot2025.02 | 0.626 | |
| + SVprompt=few-shot2025.02 | 0.626 | |
| LTVPrompt=Zero-shot2025.02 | 0.582 | |
| + LTVprompt=zero-shot2025.02 | 0.582 | |
| FVPrompt=5-shot2025.02 | 0.562 | |
| Transformerprompt=few-shot2025.02 | 0.562 | |
| SVPrompt=5-shot2025.02 | 0.537 | |
| + ICVprompt=few-shot2025.02 | 0.537 | |
| ICVPrompt=Zero-shot2025.02 | 0.499 | |
| + FVprompt=zero-shot2025.02 | 0.499 | |
| FVPrompt=Zero-shot2025.02 | 0.488 | |
| Transformerprompt=zero-shot2025.02 | 0.488 | |
| TVPrompt=Zero-shot2025.02 | 0.478 | |
| + SVprompt=zero-shot2025.02 | 0.478 | |
| SVPrompt=Zero-shot2025.02 | 0.463 | |
| + ICVprompt=zero-shot2025.02 | 0.463 | |
| LoRAPrompt=Zero-shot2025.02 | 0.157 | |
| LoRAPrompt=5-shot2025.02 | 0.121 | |
| TransformerPrompt=5-shot2025.02 | 0.117 | |
| Standard Promptingprompt=few-shot2025.02 | 0.117 | |
| TransformerPrompt=Zero-shot2025.02 | 0.055 | |
| Standard Promptingprompt=zero-shot2025.02 | 0.055 |