Hate speech classification on Code-mixed (CM) (test)
69.72Macro F1XLM-R Trilingual
Evaluation Results
| Method | Links | |
|---|---|---|
| XLM-R TrilingualTrain=CM2026.03 | 69.72 | |
| mBERT Trilingual -w/o AlignmentTrain=EN2026.03 | 68.5 | |
| mBERT Trilingual -w/o AlignmentTrain=CM2026.03 | 68.47 | |
| XLM-R TrilingualTrain=EN2026.03 | 68.16 | |
| XLM-RTrain=CM2026.03 | 67.94 | |
| XLM-R Trilingual -w/o AlignmentTrain=EN2026.03 | 67.36 | |
| XLM-R Trilingual -w/o AlignmentTrain=CM2026.03 | 67.2 | |
| mBERTTrain=CM2026.03 | 67.06 | |
| XLM-RTrain=EN2026.03 | 66.98 | |
| mBERT TrilingualTrain=CM2026.03 | 66.31 | |
| XLM-R TrilingualTrain=HI2026.03 | 66.28 | |
| XLM-R Trilingual -w/o AlignmentTrain=HI2026.03 | 64.03 | |
| mBERT TrilingualTrain=EN2026.03 | 63.91 | |
| XLM-RTrain=HI2026.03 | 63.15 | |
| mBERTTrain=HI2026.03 | 58.79 | |
| mBERTTrain=EN2026.03 | 57.77 | |
| mBERT TrilingualTrain=HI2026.03 | 55.2 | |
| mBERT Trilingual -w/o AlignmentTrain=HI2026.03 | 52.87 | |
| Hing-RoBERTaTrain=CM2026.03 | 0.7263 | |
| Hing-RoBERTaTrain=EN2026.03 | 0.7259 | |
| Hing-RoBERTa Mixed TrilingualTrain=CM2026.03 | 0.7223 | |
| Hing-RoBERTa MixedTrain=EN2026.03 | 0.7191 | |
| Hing-mBERT Mixed TrilingualTrain=EN2026.03 | 0.7098 | |
| Hing-RoBERTa TrilingualTrain=EN2026.03 | 0.7036 | |
| Hing-mBERTTrain=CM2026.03 | 0.6981 | |
| Hing-mBERT MixedTrain=EN2026.03 | 0.698 | |
| Hing-RoBERTa MixedTrain=CM2026.03 | 0.6971 | |
| Hing-mBERTTrain=EN2026.03 | 0.697 | |
| Hing-mBERT MixedTrain=CM2026.03 | 0.6961 | |
| Hing-mBERT Mixed TrilingualTrain=CM2026.03 | 0.6915 | |
| Hing-RoBERTa TrilingualTrain=CM2026.03 | 0.6872 | |
| Hing-RoBERTa Mixed TrilingualTrain=HI2026.03 | 0.6862 | |
| Hing-RoBERTa Mixed TrilingualTrain=EN2026.03 | 0.6778 | |
| Hing-mBERT Mixed TrilingualTrain=HI2026.03 | 0.6729 | |
| Hing-mBERT TrilingualTrain=EN2026.03 | 0.6722 | |
| Hing-mBERT TrilingualTrain=CM2026.03 | 0.6556 | |
| Hing-mBERT TrilingualTrain=HI2026.03 | 0.6414 | |
| Hing-RoBERTa TrilingualTrain=HI2026.03 | 0.6318 | |
| Hing-RoBERTa MixedTrain=HI2026.03 | 0.6303 | |
| Hing-mBERT MixedTrain=HI2026.03 | 0.583 | |
| Hing-mBERTTrain=HI2026.03 | 0.5268 | |
| Hing-RoBERTaTrain=HI2026.03 | 0.495 |