Named Entity Recognition on GeoCorpus2 (test)
86.2Micro-F1RoBERTa
Evaluation results
| Method | Links | |
|---|---|---|
| RoBERTaEvaluation Protocol=Supervised2025.12 | 86.2 | |
| LLM ensemble pipelineExtraction=Gemma2, LLaMA3, Mistral, Voting=Phi3, Disambiguation=Gemma2, LLaMA3, Qwen2, Evaluation Protocol=Zero-shot2025.12 | 31.3 | |
| Gemma2Evaluation Protocol=Zero-shot2025.12 | 26.2 | |
| Phi3Evaluation Protocol=Zero-shot2025.12 | 24.3 | |
| LLaMA3Evaluation Protocol=Zero-shot2025.12 | 18.7 | |
| Qwen2Evaluation Protocol=Zero-shot2025.12 | 18.7 | |
| MistralEvaluation Protocol=Zero-shot2025.12 | 17.8 |