NER
Benchmarks
| Task Name | Dataset Name | SOTA Result | Trend | |
|---|---|---|---|---|
| Named Entity Recognition | NER (test) | F1 Score95.25 | 68 | |
| Named Entity Recognition | NER | Soft F179.5 | 40 | |
| Named Entity Recognition | NER | Hard F1 Score75.5 | 40 | |
| Named Entity Recognition | NER organization | Accuracy75 | 26 | |
| Named Entity Recognition | NER location | Accuracy57.4 | 26 | |
| Named Entity Recognition | NER person | Accuracy0.793 | 26 | |
| Text Summarization Evaluation | NeR 18 | Spearman Corr (COH)0.701 | 10 | |
| Named Entity Recognition | NER Average over all languages (test) | F1 Score71.7 | 9 | |
| Named Entity Recognition | NER 136 languages | Overall Score51.3 | 5 | |
| Named Entity Recognition | NER | Score (Latin)67.3 | 3 | |
| Named Entity Recognition | NER in-domain | Latency (s)391.43 | 2 |
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