Benchmarks
FinSense accuracy on the standard financial-sentiment benchmarks, measured on held-out test splits and compared to FinBERT on the identical sentences.
Financial PhraseBank — accuracy (%)
| Split | FinSense (233 MB) | FinBERT (440 MB) |
|---|---|---|
| 50agree (hardest) | 84.5 | 87.8 |
| 66agree | 88.3 | 91.5 |
| 75agree | 95.3 | 97.1 |
| AllAgree | 97.9 | 97.9 |
PhraseBank ships four agreement subsets of different difficulty; we report all four on held-out splits.
Other benchmarks
98.4%
Twitter Financial
2,388 samples
89.3%
FiQA
headlines + microblogs
Reproducible
Every number here comes from a signed eval bundle — frozen test splits, the scoring scripts, and the results. Request it and rerun the whole thing in about 15 minutes.
Request accessEval bundle on request · qj@constantqj.com