Hate speech classification on English (EN) (test)
70.03Macro F1 ScoreXLM-R Trilingual
Evaluation Results
| Method | Links | |
|---|---|---|
| XLM-R TrilingualTrain=EN2026.03 | 70.03 | |
| XLM-R Trilingual -w/o AlignmentTrain=EN2026.03 | 69.67 | |
| XLM-R Trilingual -w/o AlignmentTrain=HI2026.03 | 68.94 | |
| XLM-RTrain=EN2026.03 | 68.89 | |
| XLM-RTrain=CM2026.03 | 68.56 | |
| XLM-R TrilingualTrain=CM2026.03 | 68.03 | |
| mBERT Trilingual -w/o AlignmentTrain=EN2026.03 | 67.79 | |
| XLM-R TrilingualTrain=HI2026.03 | 66.35 | |
| XLM-RTrain=HI2026.03 | 66.32 | |
| mBERT Trilingual -w/o AlignmentTrain=CM2026.03 | 65.75 | |
| XLM-R Trilingual -w/o AlignmentTrain=CM2026.03 | 65.4 | |
| mBERT TrilingualTrain=EN2026.03 | 63.62 | |
| mBERT Trilingual -w/o AlignmentTrain=HI2026.03 | 63.08 | |
| mBERTTrain=EN2026.03 | 62.94 | |
| mBERTTrain=CM2026.03 | 61.94 | |
| mBERT TrilingualTrain=CM2026.03 | 61.88 | |
| mBERT TrilingualTrain=HI2026.03 | 61.05 | |
| mBERTTrain=HI2026.03 | 53.61 | |
| Hing-RoBERTaTrain=EN2026.03 | 0.7294 | |
| Hing-RoBERTa MixedTrain=EN2026.03 | 0.7275 | |
| Hing-RoBERTaTrain=CM2026.03 | 0.7093 | |
| Hing-mBERT MixedTrain=EN2026.03 | 0.706 | |
| Hing-RoBERTa TrilingualTrain=EN2026.03 | 0.6955 | |
| Hing-RoBERTa Mixed TrilingualTrain=EN2026.03 | 0.6885 | |
| Hing-mBERTTrain=EN2026.03 | 0.6883 | |
| Hing-mBERT Mixed TrilingualTrain=EN2026.03 | 0.6847 | |
| Hing-RoBERTa MixedTrain=CM2026.03 | 0.6841 | |
| Hing-RoBERTa Mixed TrilingualTrain=CM2026.03 | 0.6814 | |
| Hing-mBERT Mixed TrilingualTrain=HI2026.03 | 0.6779 | |
| Hing-mBERTTrain=CM2026.03 | 0.6748 | |
| Hing-RoBERTa TrilingualTrain=CM2026.03 | 0.6727 | |
| Hing-mBERT Mixed TrilingualTrain=CM2026.03 | 0.6692 | |
| Hing-RoBERTa Mixed TrilingualTrain=HI2026.03 | 0.6683 | |
| Hing-mBERT MixedTrain=CM2026.03 | 0.666 | |
| Hing-RoBERTa TrilingualTrain=HI2026.03 | 0.664 | |
| Hing-mBERT TrilingualTrain=EN2026.03 | 0.6569 | |
| Hing-RoBERTa MixedTrain=HI2026.03 | 0.6273 | |
| Hing-mBERT TrilingualTrain=HI2026.03 | 0.6236 | |
| Hing-mBERT TrilingualTrain=CM2026.03 | 0.6212 | |
| Hing-mBERT MixedTrain=HI2026.03 | 0.545 | |
| Hing-mBERTTrain=HI2026.03 | 0.4189 | |
| Hing-RoBERTaTrain=HI2026.03 | 0.4047 |