Named Entity Recognition on GeoCorpus2 (val)
52.3Micro-F1LLM ensemble pipeline
Evaluation results
| Method | Links | |
|---|---|---|
| LLM ensemble pipelineExtraction=Gemma2, LLaMA3, Mistral, Voting=Phi3, Disambiguation=Gemma2, LLaMA3, Qwen2, Evaluation Protocol=Zero-shot2025.12 | 52.3 | |
| Phi3Evaluation Protocol=Zero-shot2025.12 | 38.8 | |
| Gemma2Evaluation Protocol=Zero-shot2025.12 | 34.1 | |
| LLaMA3Evaluation Protocol=Zero-shot2025.12 | 27.4 | |
| MistralEvaluation Protocol=Zero-shot2025.12 | 27 | |
| Qwen2Evaluation Protocol=Zero-shot2025.12 | 22.1 |