Named Entity Recognition on FiNER-139
75.7Micro F1SEC-BERT
Evaluation results
| Method | Links | ||
|---|---|---|---|
| SEC-BERTEvaluation protocol=Fine-tuned, Training data=Full training set, Seeds=32026.05 | 75.7 | 72.6 | |
| BERTEvaluation protocol=Fine-tuned, Training data=Full training set, Seeds=32026.05 | 75.1 | 72.6 | |
| FinBERTEvaluation protocol=Fine-tuned, Training data=Full training set, Seeds=32026.05 | 74 | — | |
| BiLSTMEvaluation protocol=Fine-tuned, Training data=Full training set, Seeds=32026.05 | 71.3 | 68.6 | |
| spaCyEvaluation protocol=Fine-tuned, Training data=Full training set, Seeds=32026.05 | 48.6 | 37.6 | |
| GRaSpEvaluation protocol=Few-shot/ICL, Data source=non-synthetic, k=50002026.05 | 45.84 | 39.18 |