Toxicity Detection on 30 languages (dev test)
0.845Overall ROC AUCOmniTOX
Evaluation Results
| Method | Links | |||
|---|---|---|---|---|
| OmniTOXEmbeddings=OmniSONAR2026.03 | 0.845 | 0.86 | 0.664 | |
| Baseline (w/o Classifier Tuning)Classifier Tuning=No, Embeddings=OmniSONAR, Hyperparameters=MuTox hyperparameters2026.03 | 0.839 | 0.854 | 0.682 | |
| Baseline ZS (w/o Multilingual Training)Multilingual Training=No, Embeddings=OmniSONAR, Training languages=English and Spanish only, Zero-Shot=True2026.03 | 0.793 | 0.821 | 0.623 | |
| MuToxEmbeddings=SONAR2026.03 | 0.787 | 0.798 | 0.645 |