| Dataset Name | SOTA Method | Metric | Trend | ||
|---|---|---|---|---|---|
| FPB | SC | Macro-F185.98 | 15 | 3mo ago | |
| TFNS | DeepSeek-R1-Distill-Qwen-32B | Accuracy79 | 9 | 2mo ago | |
| FinS (val) | IA2 → SFT | Accuracy82.4 | 8 | 2mo ago | |
| Chinese Financial Sentiment Analysis Dataset | FMHCA | Accuracy83.5 | 7 | 3mo ago | |
| Arabic Financial Sentiment Corpus | Accuracy57.2 | 5 | 14d ago |
