Hate speech classification on CM, EN, and HI (test)
0.6928ConsistencyHing-RoBERTa Trilingual
Evaluation Results
| Method | Links | |
|---|---|---|
| Hing-RoBERTa TrilingualTrain=EN2026.03 | 0.6928 | |
| XLM-R TrilingualTrain=CM2026.03 | 0.6794 | |
| Hing-RoBERTa MixedTrain=EN2026.03 | 0.6758 | |
| Hing-RoBERTa Mixed TrilingualTrain=EN2026.03 | 0.6752 | |
| XLM-R TrilingualTrain=EN2026.03 | 0.6732 | |
| Hing-mBERT Mixed TrilingualTrain=HI2026.03 | 0.672 | |
| Hing-RoBERTa Mixed TrilingualTrain=HI2026.03 | 0.672 | |
| Hing-RoBERTa Mixed TrilingualTrain=CM2026.03 | 0.6699 | |
| Hing-RoBERTa TrilingualTrain=CM2026.03 | 0.6628 | |
| XLM-R TrilingualTrain=HI2026.03 | 0.6577 | |
| Hing-mBERT Mixed TrilingualTrain=CM2026.03 | 0.6514 | |
| XLM-R Trilingual -w/o AlignmentTrain=HI2026.03 | 0.6504 | |
| XLM-R Trilingual -w/o AlignmentTrain=EN2026.03 | 0.6464 | |
| Hing-RoBERTa MixedTrain=CM2026.03 | 0.639 | |
| XLM-RTrain=HI2026.03 | 0.6379 | |
| Hing-RoBERTa TrilingualTrain=HI2026.03 | 0.6352 | |
| XLM-RTrain=EN2026.03 | 0.6326 | |
| Hing-mBERT TrilingualTrain=HI2026.03 | 0.6272 | |
| Hing-mBERT MixedTrain=CM2026.03 | 0.6224 | |
| XLM-RTrain=CM2026.03 | 0.6217 | |
| mBERT TrilingualTrain=CM2026.03 | 0.6194 | |
| Hing-RoBERTa MixedTrain=HI2026.03 | 0.6162 | |
| mBERT TrilingualTrain=EN2026.03 | 0.6119 | |
| mBERT Trilingual -w/o AlignmentTrain=CM2026.03 | 0.6072 | |
| Hing-mBERT MixedTrain=EN2026.03 | 0.6066 | |
| Hing-mBERT Mixed TrilingualTrain=EN2026.03 | 0.6055 | |
| mBERT Trilingual -w/o AlignmentTrain=EN2026.03 | 0.5791 | |
| mBERT TrilingualTrain=HI2026.03 | 0.5545 | |
| mBERTTrain=CM2026.03 | 0.5542 | |
| Hing-mBERT MixedTrain=HI2026.03 | 0.544 | |
| mBERT Trilingual -w/o AlignmentTrain=HI2026.03 | 0.5381 | |
| Hing-mBERT TrilingualTrain=CM2026.03 | 0.5363 | |
| mBERTTrain=HI2026.03 | 0.5314 | |
| XLM-R Trilingual -w/o AlignmentTrain=CM2026.03 | 0.5104 | |
| mBERTTrain=EN2026.03 | 0.4805 | |
| Hing-mBERT TrilingualTrain=EN2026.03 | 0.4667 | |
| Hing-RoBERTaTrain=EN2026.03 | 0.4551 | |
| Hing-RoBERTaTrain=CM2026.03 | 0.453 | |
| Hing-mBERTTrain=EN2026.03 | 0.4482 | |
| Hing-mBERTTrain=CM2026.03 | 0.4468 | |
| Hing-mBERTTrain=HI2026.03 | 0.4386 | |
| Hing-RoBERTaTrain=HI2026.03 | 0.413 |