Dialect Identification on DSL-ML Spanish 2024 (test)
85F1 ScoreIDIOLEX
Evaluation results
| Method | Links | ||
|---|---|---|---|
| IDIOLEXProtocol=Representations as-is, Classifier=Trained classification head2026.04 | 85 | 62 | |
| Fine-tuned IDIOLEX + LexicalProtocol=Fine-tuned, Ensemble=TF-IDF logistic regression head, Lexical Features=Explicit TF-IDF2026.04 | 85 | 63 | |
| Fine-tuned IDIOLEXProtocol=Fine-tuned, Classifier=Trained classification head2026.04 | 84 | 63 | |
| Sälevä & Palen-MichelExternal Baseline=Top scoring submission to DSL-ML2026.04 | 82 | 50 | |
| Fine-tuned BERTProtocol=Fine-tuned, Backbone=BERT2026.04 | 80 | 59 | |
| Centroid Clustering w/ BERTProtocol=Centroid Clustering, Backbone=BERT2026.04 | 77 | 57 | |
| Centroid Clustering w/ E5Protocol=Centroid Clustering, Backbone=E52026.04 | 74 | 54 |