Named Entity Recognition on WNUT 2017 (Accuracy)
58.75AccuracyDOPA
Evaluation results
| Method | Links | |
|---|---|---|
| DOPALLM=Qwen2-7B2026.04 | 58.75 | |
| RandomLLM=Qwen2-7B2026.04 | 58.02 | |
| DICLLLM=Qwen2-7B2026.04 | 57.48 | |
| KNNLLM=Qwen2-7B2026.04 | 56.48 | |
| DrICLLLM=Qwen2-7B2026.04 | 56.03 | |
| DOPALLM=LLaMA3.1-8B2026.04 | 51.66 | |
| DOPALLM=GPT4o-mini2026.04 | 51.49 | |
| DOPALLM=GPT2-xl2026.04 | 51.32 | |
| KNNLLM=GPT2-xl2026.04 | 51.03 | |
| DOPALLM=GPT3.5-turbo2026.04 | 50 | |
| DICLLLM=LLaMA3.1-8B2026.04 | 48.14 | |
| DrICLLLM=LLaMA3.1-8B2026.04 | 47.72 | |
| DICLLLM=GPT4o-mini2026.04 | 47.29 | |
| KNNLLM=LLaMA3.1-8B2026.04 | 47.2 | |
| DrICLLLM=GPT4o-mini2026.04 | 46.72 | |
| KNNLLM=GPT3.5-turbo2026.04 | 46.65 | |
| DrICLLLM=GPT3.5-turbo2026.04 | 45.3 | |
| RandomLLM=GPT3.5-turbo2026.04 | 44.84 | |
| KNNLLM=GPT4o-mini2026.04 | 44.13 | |
| RandomLLM=GPT4o-mini2026.04 | 42.98 | |
| RandomLLM=LLaMA3.1-8B2026.04 | 42.85 | |
| DOPALLM=Qwen2-1.5B2026.04 | 41.25 | |
| DICLLLM=Qwen2-1.5B2026.04 | 40.44 | |
| DrICLLLM=Qwen2-1.5B2026.04 | 39.59 | |
| KNNLLM=Qwen2-1.5B2026.04 | 38.74 | |
| DOPALLM=LLaMA3.2-3B2026.04 | 37.19 | |
| KNNLLM=LLaMA3.2-3B2026.04 | 33.5 | |
| DICLLLM=LLaMA3.2-3B2026.04 | 31.17 | |
| DOPALLM=Gemma2-2B2026.04 | 29.67 | |
| KNNLLM=Gemma2-2B2026.04 | 29.64 | |
| RandomLLM=LLaMA3.2-3B2026.04 | 29.54 | |
| DICLLLM=GPT3.5-turbo2026.04 | 29.4 | |
| DrICLLLM=LLaMA3.2-3B2026.04 | 28.87 | |
| DICLLLM=Gemma2-2B2026.04 | 28.59 | |
| RandomLLM=Qwen2-1.5B2026.04 | 25.92 | |
| DrICLLLM=Gemma2-2B2026.04 | 24.3 | |
| DICLLLM=GPT2-xl2026.04 | 22.95 | |
| RandomLLM=GPT2-xl2026.04 | 22.85 | |
| RandomLLM=Gemma2-2B2026.04 | 20.7 | |
| DrICLLLM=GPT2-xl2026.04 | 19.65 |