Dialect Identification on MADAR Arabic 26 (test)
67F1 ScoreAbu Kwaik & Saad
Evaluation results
| Method | Links | ||
|---|---|---|---|
| Abu Kwaik & SaadExternal Baseline=Top scoring submission to MADAR 262026.04 | 67 | 67 | |
| Fine-tuned IDIOLEX + LexicalProtocol=Fine-tuned, Ensemble=TF-IDF logistic regression head, Lexical Features=Explicit TF-IDF2026.04 | 66 | 66 | |
| Fine-tuned IDIOLEXProtocol=Fine-tuned, Classifier=Trained classification head2026.04 | 61 | 61 | |
| Samih et al.External Baseline=Top scoring neural submission to MADAR 262026.04 | 59 | 59 | |
| Fine-tuned BERTProtocol=Fine-tuned, Backbone=BERT2026.04 | 56 | 56 | |
| IDIOLEXProtocol=Representations as-is, Classifier=Trained classification head2026.04 | 43 | 43 | |
| Centroid Clustering w/ BERTProtocol=Centroid Clustering, Backbone=BERT2026.04 | 20 | 22 | |
| Centroid Clustering w/ E5Protocol=Centroid Clustering, Backbone=E52026.04 | 15 | 17 |