| Task Name | Dataset Name | SOTA Result | Trend | |
|---|---|---|---|---|
| Named Entity Recognition | Spanish (test) | F1 Score86.3 | 15 | |
| Morphological Inflection | Spanish (Spain) | CER0 | 12 | |
| Implicit Discourse Relation classification | Spanish (test) | Precision0.58 | 12 | |
| Multi-label text classification | Spanish dataset | F-Macro56.44 | 10 | |
| Language Steering | Spanish (test) | Delta Mass0 | 7 | |
| Multilingual Language Understanding | Spanish | Average Performance55.7 | 6 | |
| Epidemic parameter estimation | Spanish (train) | RMSE (beta)0 | 5 | |
| Speech Intelligibility Assessment | Spanish | Absolute Kendall's Tau0.364 | 5 | |
| RST Parsing | Spanish (Es) | Span Score0.887 | 5 | |
| Language Modeling | Spanish (ES) (test) | Perplexity145 | 5 | |
| Multilingual Watermarking Detection | Spanish (es) unsupported language | AUC0.961 | 4 | |
| Topology reconstruction | Spanish (train) | Spectral Similarity0.8 | 4 | |
| Tokenization | Spanish | Average Tokens per Sample1,102.41 | 3 | |
| Formality Transfer | Spanish (test) | R-AGG Score46.5 | 3 | |
| Accent Shifting | Spanish (evaluation) | Target Accent Probability39.7 | 2 |