FiNER
Benchmarks
| Task Name | Dataset Name | SOTA Result | Trend | |
|---|---|---|---|---|
| Hallucination Evaluation | FINER-CompreCap 1.0 (whole) | Multi-obj Acc (Paired)80 | 16 | |
| Named Entity Recognition | FiNER | Accuracy0.75 | 10 | |
| XBRL tagging | FiNER-139 1.0 (test) | Micro Precision81 | 10 | |
| XBRL tagging | FiNER-139 1.0 (dev) | μ-Precision84.8 | 10 | |
| Financial Entity Recognition | FiNER | F1 Score82.39 | 9 | |
| Named Entity Recognition | FiNER-139 (test) | Micro Precision (µ-P)39.53 | 7 | |
| Named Entity Recognition | FiNER-139 | Micro F175.7 | 6 | |
| OOD Text Classification | FiNER (test) | Accuracy74 | 6 | |
| Financial Analysis | FiNER | Accuracy64.9 | 6 |
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