Named Entity Recognition on CoNLL04
72.86F1 Score (NER)APIE
Evaluation Results
| Method | Links | |
|---|---|---|
| APIEModel=Deepseek-v3-660B2025.08 | 72.86 | |
| Active-PromptModel=Deepseek-v3-660B2025.08 | 72.75 | |
| KD SortModel=Deepseek-v3-660B2025.08 | 72.57 | |
| RSLModel=Deepseek-v3-660B2025.08 | 71.29 | |
| APIEModel=Gemma-3-12B2025.08 | 68.67 | |
| KD SortModel=Gemma-3-12B2025.08 | 68.58 | |
| ZSLModel=Deepseek-v3-660B2025.08 | 68.51 | |
| ZSLModel=Gemma-3-12B2025.08 | 68.47 | |
| RSLModel=Gemma-3-12B2025.08 | 68.29 | |
| APIEModel=Deepseek-R1-14B2025.08 | 66.32 | |
| Active-PromptModel=Gemma-3-12B2025.08 | 65.76 | |
| APIEModel=Qwen-2.5-14B2025.08 | 65.48 | |
| Active-PromptModel=Deepseek-R1-14B2025.08 | 64.93 | |
| RSLModel=Deepseek-R1-14B2025.08 | 63.97 | |
| ZSLModel=Deepseek-R1-14B2025.08 | 63.52 | |
| KD SortModel=Deepseek-R1-14B2025.08 | 63.48 | |
| RSLModel=Qwen-2.5-14B2025.08 | 63.35 | |
| Active-PromptModel=Qwen-2.5-14B2025.08 | 63.31 | |
| KD SortModel=Qwen-2.5-14B2025.08 | 60.33 | |
| ZSLModel=Qwen-2.5-14B2025.08 | 57.61 |